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Paper Citation Record · LEDGER

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

As of 14 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 2 inbound Pith citation observations for arXiv:2605.10870.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2605.10870 v1

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-12T03:38:41.904799Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:51:18.064134Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-02T16:07:08.821835Z

Reference resolution

58 of 58 outbound references displayed

  • verified exact33
  • verified fuzzy16
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0accb5d0-fa0d-4a83-8159-300425632ffd · outbound

This paper cites Near Optimal Behavior via Approximate State Abstraction.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Near Optimal Behavior via Approximate State Abstraction

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-07-04T21:42:07.741266Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:af4c1e5df2834a14773c4511e4ed2161e4d3ce75b607e1f3e3d21395b60ba982

Observation 06b7ecf1-146e-45e3-9512-f30f01563e08 · outbound

This paper cites State abstractions for lifelong reinforcement learning.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory State abstractions for lifelong reinforcement learning

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.118556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:e85a961448df131ceed01d6019626fe4617da9e18f685f61fc3a67a1589bc521

Observation 6c3aa3de-0b33-4c6d-b04c-3add99925470 · outbound

This paper cites Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.561571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:713ebdcfed2c8366d133722adbf25be07a60c7209182f38cc1dac6ccfd6f304f

Observation 849dbc1b-abe1-4d18-8120-78aa672f7fea · outbound

This paper cites Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory for autonomous llm agents: Mechanisms, evaluation, and emerging frontiers

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.627214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:31029fd65b1b3b784dde059fa844ee85ef0d7ea25519c97b963d77819ba47a99

Observation 69aeed46-f95a-43d8-9762-f61c6365e8d3 · outbound

This paper cites Pan, Yuxin Jiang, and Kam-Fai Wong.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Pan, Yuxin Jiang, and Kam-Fai Wong

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.162628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:743ea0992dd233d86f1d17603247ff8d23c4870176be32916592aa2f7b7fb940

Observation de539d70-447f-4415-8956-4b5808bbab5e · outbound

This paper cites Bisimulation metrics for continuous markov decision processes.SIAM Journal on Computing, 40(6):1662–1714.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Bisimulation metrics for continuous markov decision processes.SIAM Journal on Computing, 40(6):1662–1714

Reference 6

Resolution
verified exact
doi, observed 2026-05-12T03:41:18.826010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:ad4eb315dea3e05b4594416d1a24d22c602203fa75e7e06b751546ad093114b4

Observation 2b9467b1-db4d-4c12-bd26-8d1ad06f728e · outbound

This paper cites Online Clustering of Bandits.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Online Clustering of Bandits

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:57:09.429077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:97bb452c0c1bc22139d4feef2e649401f9cbe06a275fa4f81bf289249e8a9cbc

Observation 31abc788-fa24-47f7-9fa8-acf273a87212 · outbound

This paper cites doi: 10.1016/S0004-3702(02)00376-4.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory doi: 10.1016/S0004-3702(02)00376-4

Reference 8

Resolution
metadata mismatch
doi, observed 2026-05-12T03:41:18.828306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:66a7573e9576b6f35c3bcad2aadf5c5b6a80d9a1cd09280840f98f2ca19d8bc5

Observation 5f26587f-6537-406d-88ed-710718214c6e · outbound

This paper cites HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.430771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:0f3f969e8ee37c32f5b77e59dcee61af5253b1f9b966734cd411d81a3c8685e2

Observation 79b903ab-4615-49cb-9c5f-d38db3f7ee22 · outbound

This paper cites Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.154271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:ff5578a12548c03b57bdff3f96d258da81d3ce4f9d4c70073e4c14f40046dfda

Observation 47d6d440-e264-4db2-a791-0173267aefb5 · outbound

This paper cites Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memoryarena: Benchmarking agent memory in interdependent multi-session agentic tasks

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.461791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:7c5b9ef6a99ac79bb85e3a9b11bee35d99d2156ceb5a71c75409348f4a3a76a9

Observation 5f2cdeb9-d971-452b-b0ea-789630cd2391 · outbound

This paper cites Evaluating memory in LLM agents via in- cremental multi-turn interactions.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Evaluating memory in LLM agents via in- cremental multi-turn interactions

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.122196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:9aab30531459a2b1e66533a1d9d60776892afa14d6867b3a8461e4f535b80396

Observation 010a360a-41c8-4df7-9356-14bae618a619 · outbound

This paper cites Memory in the age of ai agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory in the age of ai agents

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.125960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:738ec547ed30322d5159da265daae7549dfa439e323863f715bf65faa0f8bf1c

Observation 080b72be-f04c-4715-9e43-afcf70fafcb4 · outbound

This paper cites Memory in the Age of AI Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory in the Age of AI Agents

Reference 14

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.321637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:4ffbe91ef9ffc4edb6cff9e7fd71941be7a1ccb0b2100991db7e9f6683864f2b

Observation e0d048dc-5699-4e27-a7a9-cb7da3da974e · outbound

This paper cites AtomMem: Learnable dynamic agentic memory with atomic memory operation.CoRR, abs/2601.08323.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory AtomMem: Learnable dynamic agentic memory with atomic memory operation.CoRR, abs/2601.08323

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.516342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:2f539c7c0db30b727e069862a5e6e5dda8b4e5dfcf52cff2a8e00a6604c03529

Observation 2a5b0edf-5598-4cef-8897-6665f6af8e3b · outbound

This paper cites Memory OS of AI agent.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory OS of AI agent

Reference 16

Resolution
verified exact
doi, observed 2026-05-12T03:41:18.817163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:ad499f18da7bdbe5f935daf138495ecc17586b8f4f082ec2978660a09d545ea8

Observation f3ccd13b-feab-4229-aae9-78aa08258398 · outbound

This paper cites Langmem: Long-term memory sdk for LLM agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Langmem: Long-term memory sdk for LLM agents

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.099055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:5e478e1d5ff02cedda9f5a5d144a51909bbf67749df995bae3b245746646aa93

Observation 3ab7fb80-8baa-485f-8ec7-6cb61203e435 · outbound

This paper cites Latimer, N.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Latimer, N

Reference 18

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.609988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:d3aeefaeb71668ab7aa79f843fd2d43eac1369b63be64f75eb4de00540a36f86

Observation 0fa5ca1e-5cb2-4c38-95c5-29a7bfa2d5b8 · outbound

This paper cites Meta-Harness: End-to-End Optimization of Model Harnesses.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Meta-Harness: End-to-End Optimization of Model Harnesses

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-13T16:15:58.398964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:6867c6411960ce9fc5dd5707a0cbc4c655f58c4810fbc79a09990bf3cf950d2e

Observation 8d329ef8-9a65-4f9e-baec-1a4f64b0cb7a · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.339166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:9ef4e10531a8c07536f2d2af01c37e15ebdd15360a6f04c754862e946aa783cf

Observation fea93a4c-9364-4e79-b1fd-b405e3303bcd · outbound

This paper cites Walsh, and Michael L.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Walsh, and Michael L

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.109258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:12e351d14b3a55c085aa153f4bf0b1ab26177100f54ce9536e165723c1d61562

Observation a5724b1d-769b-4189-a85a-e16b21d1c929 · outbound

This paper cites Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Locomo-Plus: Beyond-Factual Cognitive Memory Evaluation Framework for LLM Agents

Reference 22

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.577764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:ef47e07ca9c76ec0e6dfaa69c9d3050d1fbd6a38b399df26ea201ae9ce192ec9

Observation 5125886b-8dfd-45d9-8bac-86668ca3059e · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Lost in the Middle: How Language Models Use Long Contexts

Reference 23

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T07:11:25.450435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:34327e21cdb585e1961c2022771ed518a87c52f19c3a1dfd442faab1324cc1cb

Observation dfba94a2-aca8-4851-ba65-052829810579 · outbound

This paper cites Evaluating Very Long-Term Conversational Memory of.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Evaluating Very Long-Term Conversational Memory of

Reference 24

Resolution
verified exact
doi, observed 2026-05-12T03:41:18.810960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:4a8fe9709375d444bc71b82e5e94dd390b49dcf65c02e08eec9a8ecc97193880

Observation e8dece1a-7d84-4412-83ec-cc423636afc3 · outbound

This paper cites Matula and Leland L.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Matula and Leland L

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:41:18.823284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:6c0eba0a5485e822033962257b1f9754a66af9f60e5b1544f5a5b09a7270536f

Observation a41d0b6b-d589-4a97-b994-cc28c997b50f · outbound

This paper cites What Deserves Memory: Adaptive Memory Distillation for LLM Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory What Deserves Memory: Adaptive Memory Distillation for LLM Agents

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T07:11:25.568225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:677dd9c1a87199629e1de6b4fda7231bbc824d4f155a574094e9c9852d7f8d32

Observation 79739332-c5ca-441b-aba5-02bb270394e5 · outbound

This paper cites an unresolved cited work.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Unresolved cited work

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.588626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:5f57712e8ee1965b085f17f685d48d649eb384fe5607165589eb2a31d2808b16

Observation 5a15dad4-bfe0-4e83-9a8c-e251f7da8131 · outbound

This paper cites Task-driven estimation and control via information bottlenecks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Task-driven estimation and control via information bottlenecks

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-12T03:41:18.814429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:ef72a4d8983b1c7202af530838d118e9db8db2fd5c888d37a6bf27c829b71c9b

Observation bfc38cde-dd36-44c1-acda-0e091af1dbca · outbound

This paper cites MemGPT: Towards LLMs as Operating Systems.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemGPT: Towards LLMs as Operating Systems

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T07:11:25.594205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:8b05e0c9f78b82ffeaf6f37c226a9f2885b57ca3fbaf0299de3383a892feafc5

Observation e2b4458a-e4c2-4520-918e-2ad020947a7f · outbound

This paper cites Natural-Language Agent Harnesses.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Natural-Language Agent Harnesses

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.082400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:8f2a8ec7862eedd3e717fba7685ad6f7319a757ca63540f4ce6996821e087fa0

Observation e7108617-ae1d-494e-91cc-edc4e122e766 · outbound

This paper cites Clawvm: Harness-managed virtual memory for stateful tool-using LLM agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Clawvm: Harness-managed virtual memory for stateful tool-using LLM agents

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.131123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:d38f7e598306ff850fa9868a657e1a55bd477aca68b7ab5d38e7a64379b108b7

Observation 6cd4337c-ec60-4b97-84d8-bbf0631834c8 · outbound

This paper cites Zep: A Temporal Knowledge Graph Architecture for Agent Memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.539364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:0e36edf6a07eecc19a234033dd88bba62bc01f1d069fb49c9d1640045feda8a2

Observation 99c45b5c-fd41-48f8-a9b6-64fbf8e3939d · outbound

This paper cites Approximate homomorphisms: A framework for non-exact minimization in markov decision processes.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Approximate homomorphisms: A framework for non-exact minimization in markov decision processes

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.147747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:61d2222297a8385284c3ace93b9c18a50b0c75f3ffedf583e0d119af68f2f581

Observation e9256bb6-59dd-404a-9475-5ee11f7d1bac · outbound

This paper cites Continuous MDP Homomorphisms and Homomorphic Policy Gradient.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Continuous MDP Homomorphisms and Homomorphic Policy Gradient

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.389601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:975c5e99880ebfffe6b2046a869d2e12ea6df87e8667038ef8e02adf89ea3dd3

Observation 9796f2fa-3d61-49f5-9d0d-a3d4829f3459 · outbound

This paper cites Mem2actbench: A benchmark for evaluating long-term memory utilization in task-oriented autonomous agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mem2actbench: A benchmark for evaluating long-term memory utilization in task-oriented autonomous agents

Reference 35

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.603672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:85b766e1eabf2d1e7aec650be4f3a485f117b9b322e228a2653d5bcb31b33386

Observation 4157a4fc-65bc-40ff-8b49-791db8d4935f · outbound

This paper cites Reflexion: Language Agents with Verbal Reinforcement Learning.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Reflexion: Language Agents with Verbal Reinforcement Learning

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.632383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:45cdc811b9c6e1c918789dab33f95c419aa03a30560ccd4486bf6b14322a79b8

Observation b1e4f530-7b5e-4609-8dfd-a18ee4f753ff · outbound

This paper cites REMem: Reasoning with episodic memory in language agent.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory REMem: Reasoning with episodic memory in language agent

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.135432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a533f39de13f5acf523179c350b5a56433c86d26f14d5631b9d9b5a1f327a125

Observation 9355a148-0443-413b-9412-5cb71a5c7aa8 · outbound

This paper cites Safe Policy Improvement for POMDPs via Finite-State Controllers.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Safe Policy Improvement for POMDPs via Finite-State Controllers

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.331879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:d74496397a951b1221c815a580485c7b9343b21f984373fdbeac58e331521a22

Observation 82d318f2-7820-4849-9f44-c513bc1a3c85 · outbound

This paper cites Decision-centric design for LLM systems.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Decision-centric design for LLM systems

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.139590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:9381d58eb5150c584ef45ca77fdb283309c294a7e99b394b57b332b394134335

Observation 43e25ad2-ae9c-42fa-ba7e-f142b96f1e56 · outbound

This paper cites MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.381764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:2be5175ca36a40f04b401df15b8285d42a44b7b1d456f7e12f0b6915b9f641d6

Observation d885a6a4-698a-402d-8064-ae23aa98967b · outbound

This paper cites Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Mnemis: Dual-Route Retrieval on Hierarchical Graphs for Long-Term LLM Memory

Reference 41

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.525425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:255206723d218b7dbec9187ca00c6fc49a0dc82e4cd65f2c20d94c215c84adaa

Observation 44c20ed8-5732-44cc-928e-fea15823c48d · outbound

This paper cites Augmenting language models with long-term memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Augmenting language models with long-term memory

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.103089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:b28cb9c61eb0fa5fc74e762e81179e9710ec9c0b68b7afb645a93e3282f093cd

Observation d57203e9-4766-4052-9084-105edde36612 · outbound

This paper cites LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.455497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:256867dbf91346c2bf8f02eb5f640cb4dff4858d67b87a6cf55e6836dd2e9b59

Observation bb3d16e7-691b-4d09-be10-89ebe7d0610f · outbound

This paper cites A-MEM: Agentic Memory for LLM Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A-MEM: Agentic Memory for LLM Agents

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.317088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:9cb35e40dc8a721edad6532c3b9423020b4c53d0f5a066968cb0f91fe6598d19

Observation 7540fc9e-8e5b-46f2-91d7-1554ae009e5c · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory ReAct: Synergizing Reasoning and Acting in Language Models

Reference 45

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.417247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:3aeb143b4941635c923ad86a43ed1197cc8d74cd287244204a05590dd7f0550c

Observation 9c10624b-f819-4e6a-b7d4-87ce97ea7719 · outbound

This paper cites Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.352285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:82cd7ccd8ebccdb6d12ba23288047233fa21cef1e4d8e935fda1b0ad52d2119c

Observation 2490a99e-97ff-4fe0-8832-ee6f0c825b89 · outbound

This paper cites MemEvolve: Meta-Evolution of Agent Memory Systems.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemEvolve: Meta-Evolution of Agent Memory Systems

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:18:15.377574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:bbe2606c4179eb6fed5441c758596a81b88313c32eba5d7b6d1f5938ce4ec63d

Observation c47bd5d7-8051-48fd-a669-e5a5efcdb38f · outbound

This paper cites Memgen: Weaving generative latent memory for self-evolving agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memgen: Weaving generative latent memory for self-evolving agents

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.158919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:4efec82b7fc4b09630035a11d2e7cffa032342d03a14e75cd0a4065339779167

Observation 1edc707d-c91d-4be3-b11f-acf2b6cc10dd · outbound

This paper cites an unresolved cited work.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-05-12T18:46:46.094846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:f25dd39a6f8ba6a8928b9cd3bdfe8edb7e1c5b57fac6599437267bb001d71a52

Observation f0c90924-7d98-4410-a99a-e25f2d246e08 · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 50

Resolution
verified exact
arxiv_id, observed 2026-05-12T09:10:22.017517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:c7ba1da85d40e5bb0957c685a74c200c216d0e22c5873b98ab42b3f4e74ab848

Observation 58ba63f6-2485-4a8e-946e-f4b2e1cfdc34 · outbound

This paper cites Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Towards A Unified Policy Abstraction Theory and Representation Learning Approach in Markov Decision Processes

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-12T07:11:25.346431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:5a68952704644eaebfbfc5eb992259a2f38be87b47b20471baea2c54d1686442

Observation bf7281ef-8155-4e07-9c37-4ed6856b2448 · outbound

This paper cites Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.397358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:a3ad22f02f1b55f69626aa1ec30ba2fe1b43c724a7aef2112db698a6741f3c1a

Observation 0d5b26e5-9000-4901-b10b-3ec8ef6d772e · outbound

This paper cites A survey on the memory mechanism of large language model based agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A survey on the memory mechanism of large language model based agents

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.143623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:892e55234e6511215844ca68f30266c059f8969378f9228ea5178ceb96777d3c

Observation d19d7a6b-b698-4da7-8d10-b541cbb64aa2 · outbound

This paper cites A Survey on the Memory Mechanism of Large Language Model based Agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory A Survey on the Memory Mechanism of Large Language Model based Agents

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-15T07:21:40.159508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:622c2330fc720f54d1d77cee1c2c762797ef38804ce5d6b653e0edd46e85843b

Observation 0c30a999-4497-4128-956c-26dd6b970ad0 · outbound

This paper cites Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Externalization in LLM Agents: A Unified Review of Memory, Skills, Protocols and Harness Engineering

Reference 55

Resolution
verified exact
local_arxiv, observed 2026-05-12T07:11:25.553785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:264d615f8d024bfa5ffa549a334008ad9b597adb45a8429359641ec6d7df0296

Observation 243a4203-fc15-4d7b-94cc-74855ac85f04 · outbound

This paper cites "" {query_information} {known_information} RAG␣retrieval␣results: {rag_results_text} Task:␣Identify␣useful␣retrieval␣chunks␣based␣on␣.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory "" {query_information} {known_information} RAG␣retrieval␣results: {rag_results_text} Task:␣Identify␣useful␣retrieval␣chunks␣based␣on␣

Reference 56

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T07:11:25.310025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:594f93f10386563a6ef09eef1646709718b512f9c7f58fc141ca73e105d739b7

Observation a1f8c4d9-49dc-4b85-9fad-666deb3e43d8 · outbound

This paper cites MEM1: Learning to synergize memory and reasoning for efficient long-horizon agents.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory MEM1: Learning to synergize memory and reasoning for efficient long-horizon agents

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.113961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:59211819e8a8982dee778843bd1f5c17580da6f40ed050c0426512583bf3ac74

Observation e902e199-c642-4586-a0b9-c75b2b38709c · outbound

This paper cites Memory control versus downstream decision.It is important to separate memory control from task decision.

Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory Memory control versus downstream decision.It is important to separate memory control from task decision

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-12T18:46:46.090668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-12T03:38:41.904799Z digest=sha256:b991697742b43c61bb7f437daa0409a32667483454d88f822dc94f6619429128

Pith citing papers

Observation 3e80bb2e-5296-448c-b5fd-de5be13037b9 · inbound

TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory cites this paper.

TOKI: A Bitemporal Operator Algebra for Contradiction Resolution in LLM-Agent Persistent Memory Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-07-02T16:07:08.823029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-27T23:01:39.067515Z digest=sha256:f1f3ed423592d27c20140871ca3c756136169378bffa6a5c8a70413691de474d

Observation 5b186517-63ce-4b44-9c25-0fff1ff64d36 · inbound

CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization cites this paper.

CrystalMem: Elastic Memory for Self-Evolving LLM Agents via Knowledge Crystallization Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-04T00:51:18.064134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T00:51:18.064134Z digest=sha256:dec91613b452d50527dc8102f1a1c56b7f3950b580413f5e0e75f26a3af6426b