Paper Citation Record · LEDGER

Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2501.10893.

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

pith.paper-citation-record.v1
2501.10893 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T22:01:12.425778Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T14:29:53.362828Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5b095f0b-45bf-4d4e-947a-e7739f6127e5 · inbound

Language Games as the Pathway to Artificial Superhuman Intelligence cites this paper.

Language Games as the Pathway to Artificial Superhuman Intelligence Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 1954

Resolution: unresolved; no resolver link, observed 2026-08-09T22:01:12.425778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0460e1eb-7f3d-4144-a1d2-0678dfa6110a · inbound

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users cites this paper.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-09T10:29:38.530833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1825e5ef-3bb1-4093-97cc-a0794f6c12b2 · inbound

Beyond Final Code: A Process-Oriented Error Analysis of Software Development Agents in Real-World GitHub Scenarios cites this paper.

Beyond Final Code: A Process-Oriented Error Analysis of Software Development Agents in Real-World GitHub Scenarios Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-23T00:52:19.425631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 86700e7c-c2ee-4b5f-9b9a-219f98151849 · inbound

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems cites this paper.

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 130

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:42:11.093494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ce303f63-8f69-4e24-bb90-c7562098b88e · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:57:38.239765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4d9b76c8-9960-47b9-be10-45432f713830 · inbound

Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution cites this paper.

Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T14:47:34.982134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eb32102-56d0-490f-a9e5-92e377d9949e · inbound

ProgRM: Build Better GUI Agents with Progress Rewards cites this paper.

ProgRM: Build Better GUI Agents with Progress Rewards Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:37:47.108403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62ff27eb-0e46-4fbd-9f8f-ff42e9ce7b63 · inbound

AdInject: Real-World Black-Box Attacks on Web Agents via Advertising Delivery cites this paper.

AdInject: Real-World Black-Box Attacks on Web Agents via Advertising Delivery Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:32:46.994102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba78255a-5eb4-47a1-95e4-33852fa53471 · inbound

Self-Challenging Language Model Agents cites this paper.

Self-Challenging Language Model Agents Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T11:40:56.046550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82ce7764-72c6-4eba-b8f9-e75bc4f81d44 · inbound

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback cites this paper.

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T11:30:56.118004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b0a85f7-4010-4bf3-b6b3-e4b09458b69c · inbound

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games cites this paper.

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-19T12:02:16.654532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 86ac7cf5-2243-411a-8a22-63e118e12f77 · inbound

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback cites this paper.

Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T11:03:28.855289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54e2a325-7689-47e1-acb8-f84bcc392bd8 · inbound

Contextual Experience Replay for Self-Improvement of Language Agents cites this paper.

Contextual Experience Replay for Self-Improvement of Language Agents Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:56:47.336287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d7fb0f8-0099-41bb-b17b-ec095a7d0434 · inbound

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction cites this paper.

Thinking vs. Doing: Agents that Reason by Scaling Test-Time Interaction Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T05:27:50.185457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccae596f-1585-4b59-8a4e-918da8565249 · inbound

Context manipulation attacks : Web agents are susceptible to corrupted memory cites this paper.

Context manipulation attacks : Web agents are susceptible to corrupted memory Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:59:58.476318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98bfbb10-97bd-4952-954a-b2f5a33dd205 · inbound

WebGuard: Building a Generalizable Guardrail for Web Agents cites this paper.

WebGuard: Building a Generalizable Guardrail for Web Agents Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T16:12:50.409392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76a08c2d-5671-4da3-b5fb-5504f3573c6b · inbound

Cognitive Duality for Adaptive Web Agents cites this paper.

Cognitive Duality for Adaptive Web Agents Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T23:36:22.610172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b04eb56-2391-4aa3-92c1-7eb63fc7a2cd · inbound

Agent Learning via Early Experience cites this paper.

Agent Learning via Early Experience Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-04T10:48:03.400830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f34256b5-d1c3-4530-a970-0f95b022aaca · inbound

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration cites this paper.

Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:10:23.455390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c97c611-f828-412b-b4f8-9130931546b5 · inbound

Step Rejection Fine-Tuning: A Practical Distillation Recipe cites this paper.

Step Rejection Fine-Tuning: A Practical Distillation Recipe Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T07:06:35.441302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7e3f2b7f-3b53-44f0-825b-2639b4a9ffd7 · inbound

Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration cites this paper.

Learning to Adapt: Self-Improving Web Agent via Cognitive-Aware Exploration Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:36:08.843651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 731e3fc0-afdf-4757-9bd1-4ec1b37d7e34 · inbound

Benchmark Everything Everywhere All at Once cites this paper.

Benchmark Everything Everywhere All at Once Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:46:59.077010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f299f7e9-0391-4444-8d35-0d87d14ff044 · inbound

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning cites this paper.

Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 47

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T14:29:53.364863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 59def133-61dd-43f6-a31f-3f7b2595a896 · inbound

RMSWeb: Reflection, Failure-Mode Mining, and Salvage-DS for Web Agent Reinforcement Learning cites this paper.

RMSWeb: Reflection, Failure-Mode Mining, and Salvage-DS for Web Agent Reinforcement Learning Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T00:45:31.714350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ee387d9-a80f-4e43-8ee9-e6266639ad28 · inbound

WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks cites this paper.

WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T17:56:50.007523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.