Paper Citation Record · LEDGER

ARIA: Training Language Agents with Intention-Driven Reward Aggregation

As of 9 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 2 inbound Pith citation observations for arXiv:2506.00539.

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

pith.paper-citation-record.v1
2506.00539 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:09:04.438910Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T05:42:59.909229Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T10:48:12.945063Z

Reference resolution

51 of 51 outbound references displayed

verified exact1
verified fuzzy10
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 80ad7cea-d893-42d4-8fb8-8d1dc96e9c22 · outbound

This paper cites A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation A survey on large language model based autonomous agents.Frontiers of Computer Science, 18(6):186345, 2024

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:58.443310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9620f307-85c9-438c-ac40-08993cec4f70 · outbound

This paper cites Large Language Model Agent: A Survey on Methodology, Applications and Challenges.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Large Language Model Agent: A Survey on Methodology, Applications and Challenges

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:58.562789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08dc02f7-5467-446a-b50b-0c95824aed5b · outbound

This paper cites Cognitive architec- tures for language agents.Transactions on Machine Learning Research, 2023.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Cognitive architec- tures for language agents.Transactions on Machine Learning Research, 2023

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:58.722060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26122e5f-d53f-416d-afdd-296c44456f03 · outbound

This paper cites A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation A Real-World WebAgent with Planning, Long Context Understanding, and Program Synthesis

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:58.885758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c161d582-e1ed-4dfe-80a8-3d1af98e887f · outbound

This paper cites WebArena: A Realistic Web Environment for Building Autonomous Agents.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation WebArena: A Realistic Web Environment for Building Autonomous Agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:59.066328Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b3b0c7d-8cac-47ed-820c-658eff6bda9e · outbound

This paper cites ScienceWorld: Is your Agent Smarter than a 5th Grader?.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation ScienceWorld: Is your Agent Smarter than a 5th Grader?

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:59.239397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cbe73be-554d-47b1-a061-01188b55cced · outbound

This paper cites TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:09:05.090357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a042abfe-c539-4c27-a6c1-e58591cbdc71 · outbound

This paper cites LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:59.541246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b75ecb96-8246-4666-9bf4-f38c158d1f4f · outbound

This paper cites Evaluating language model agency through negotiations.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Evaluating language model agency through negotiations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:59.754365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad64771c-0f22-46dd-96ec-5627d4093b27 · outbound

This paper cites How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:59.948196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46b68e55-dc53-4d56-9ebf-81317dd519d4 · outbound

This paper cites CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.107183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a26fead-1325-49cd-8a15-53c0823dec83 · outbound

This paper cites Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Trial and Error: Exploration-Based Trajectory Optimization for LLM Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.264859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0282fc0-9feb-4ac3-a30a-0f6c441ec3e6 · outbound

This paper cites Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Watch Every Step! LLM Agent Learning via Iterative Step-Level Process Refinement

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.382912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64dda7ae-cab9-4447-b0e6-144f1c6b5289 · outbound

This paper cites Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Agent Q: Advanced Reasoning and Learning for Autonomous AI Agents

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.454738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acfa2ab7-d82e-4c26-a9d1-1892540ca541 · outbound

This paper cites Selfgoal: Your language agents already know how to achieve high-level goals.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Selfgoal: Your language agents already know how to achieve high-level goals

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:08.621937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60fadc7d-c7a7-4280-a143-c016ad995460 · outbound

This paper cites ALFWorld: Aligning Text and Embodied Environments for Interactive Learning.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation ALFWorld: Aligning Text and Embodied Environments for Interactive Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.612952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f102a7-b5ef-4855-98d4-bbc843c64d73 · outbound

This paper cites Webshop: Towards scalable real-world web interaction with grounded language agents, 2023.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Webshop: Towards scalable real-world web interaction with grounded language agents, 2023

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.701429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8385a51d-7781-4cde-b779-bdf200c5f991 · outbound

This paper cites Deal or No Deal? End-to-End Learning for Negotiation Dialogues.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Deal or No Deal? End-to-End Learning for Negotiation Dialogues

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.787910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 05755954-fad1-44ff-9e02-6556f7349060 · outbound

This paper cites Glee: A unified framework and benchmark for language-based economic environments.arXiv preprint arXiv:2410.05254, 2024.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Glee: A unified framework and benchmark for language-based economic environments.arXiv preprint arXiv:2410.05254, 2024

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.857814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b389c14e-e26e-4d02-9c71-a9b0eadee153 · outbound

This paper cites ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:00.985006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 125d7087-241d-4a98-9ab3-b3ac2c9313c8 · outbound

This paper cites SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation SWEET-RL: Training Multi-Turn LLM Agents on Collaborative Reasoning Tasks

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:01.135410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b7ff850-89b1-49fd-98db-56015d0e1fab · outbound

This paper cites Proximal Policy Optimization Algorithms.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Proximal Policy Optimization Algorithms

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:01.250499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11531a67-1dfa-4331-ad07-68535afe723d · outbound

This paper cites Williams.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Williams

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:01.348373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f549245-1f64-40f6-a229-01c395381c2a · outbound

This paper cites Hierarchical grouping to optimize an objective function.Journal of the American statistical association, 58(301):236–244, 1963.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Hierarchical grouping to optimize an objective function.Journal of the American statistical association, 58(301):236–244, 1963

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:01.453841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23c052aa-133b-453d-be09-6464489841e1 · outbound

This paper cites SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation SOTOPIA: Interactive Evaluation for Social Intelligence in Language Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:01.633394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29b6e2d0-369f-4eb5-a5e5-42983e1c28e9 · outbound

This paper cites Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Multi-agent KTO: Reinforcing Strategic Interactions of Large Language Model in Language Game

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:01.819815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7e1c9e0-5ab3-441d-a0f4-7b0c98d53ea7 · outbound

This paper cites AvalonBench: Evaluating LLMs Playing the Game of Avalon.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation AvalonBench: Evaluating LLMs Playing the Game of Avalon

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:02.061227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2858b76-b913-4b2c-b2fd-2b24a6e29b11 · outbound

This paper cites Self-playing adversarial language game enhances llm reasoning.Advances in Neural Information Processing Systems, 37:126515–126543, 2024.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Self-playing adversarial language game enhances llm reasoning.Advances in Neural Information Processing Systems, 37:126515–126543, 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:08.356809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bbd1ebb1-33ab-4190-9d6e-d788077e060c · outbound

This paper cites GameEval: Evaluating LLMs on Conversational Games.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation GameEval: Evaluating LLMs on Conversational Games

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:02.360560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c288d72-2f51-4edd-9cb1-e6f6d4a8f2c4 · outbound

This paper cites Least squares quantization in pcm.IEEE transactions on information theory, 28(2):129–137, 1982.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Least squares quantization in pcm.IEEE transactions on information theory, 28(2):129–137, 1982

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:02.463723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb4b8319-ba75-4af0-8f3e-c49a25c75d6b · outbound

This paper cites A density-based algorithm for discovering clusters in large spatial databases with noise.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation A density-based algorithm for discovering clusters in large spatial databases with noise

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:08.105891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dc0febd7-dfd3-4257-b303-d6d35b337bc1 · outbound

This paper cites PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:02.673624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d6ad255-2e81-4393-a49a-7658872f2539 · outbound

This paper cites Direct preference optimization: Your language model is secretly a reward model.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Direct preference optimization: Your language model is secretly a reward model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:02.783375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25cb6302-961a-4c3d-8c72-d1278b151cd9 · outbound

This paper cites KTO: Model Alignment as Prospect Theoretic Optimization.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation KTO: Model Alignment as Prospect Theoretic Optimization

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:02.856184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6833c2ab-c860-44eb-bb1d-7b5757caf38d · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:02.951993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d10df5-5527-4490-9578-e69f4bc0dc85 · outbound

This paper cites CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:03.054149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1674156-629d-4af9-9f73-e7dcc6888ff6 · outbound

This paper cites Methods of Hierarchical Clustering.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Methods of Hierarchical Clustering

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:03.131933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00333b33-ec03-47de-b745-e3d1bd363535 · outbound

This paper cites Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of computational and applied mathematics, 20:53–65, 1987.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Silhouettes: a graphical aid to the interpretation and validation of cluster analysis.Journal of computational and applied mathematics, 20:53–65, 1987

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:03.225444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa50cd92-6e53-479a-ae57-4bd157a20113 · outbound

This paper cites A dendrite method for cluster analysis.Communications in Statistics-theory and Methods, 3(1):1–27, 1974.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation A dendrite method for cluster analysis.Communications in Statistics-theory and Methods, 3(1):1–27, 1974

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:03.304018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bca82fdc-9a2f-471e-bf1b-6e772530ab90 · outbound

This paper cites A cluster separation measure.IEEE transactions on pattern analysis and machine intelligence, (2):224–227, 2009.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation A cluster separation measure.IEEE transactions on pattern analysis and machine intelligence, (2):224–227, 2009

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:07.852623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3285c6a9-3962-4f20-a7e0-e68f3db952a8 · outbound

This paper cites an unresolved cited work.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:07.565203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3cee0ba5-e240-456c-a8e8-3aaa2c5bf7a5 · outbound

This paper cites Training agents by reinforcing reasoning, 2025.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Training agents by reinforcing reasoning, 2025

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:07.345382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f040559d-b41b-48ae-92a5-ffc0336ca356 · outbound

This paper cites Glee: A unified framework and benchmark for language-based economic environments, 2024.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Glee: A unified framework and benchmark for language-based economic environments, 2024

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:07.099292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3865c1e6-fa12-4026-a4bd-f08b25df12c6 · outbound

This paper cites Llama 3 model card.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Llama 3 model card

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:06.818197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 459696a0-c5ae-4e1e-9e10-1c9e624a0749 · outbound

This paper cites Text and code embeddings by contrastive pre-training, 2022.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Text and code embeddings by contrastive pre-training, 2022

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:03.880519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ee2879c-ef7a-4d54-9b9e-abc74446ea9f · outbound

This paper cites Gpt-4 technical report, 2023.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Gpt-4 technical report, 2023

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T12:09:04.011359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae6b85f-644d-4cc7-a598-cc367b24b11c · outbound

This paper cites Introducing claude 2.1, Nov 2023.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Introducing claude 2.1, Nov 2023

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:06.679584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 869581f2-df74-4623-807b-0e43b3fb49e7 · outbound

This paper cites Zhang, Han Bao, Hanwei Xu, Haocheng Wang, Haowei Zhang, Honghui Ding, Huajian Xin, Huazuo Gao, Hui Li, Hui Qu, J.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Zhang, Han Bao, Hanwei Xu, Haocheng Wang, Haowei Zhang, Honghui Ding, Huajian Xin, Huazuo Gao, Hui Li, Hui Qu, J

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:06.305099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7612ea95-a64f-4ab3-8ca7-c8bef3c4fd24 · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Qwen2.5: A party of foundation models, September 2024

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:09:05.910016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91bc5c2e-1b1a-40d5-9ef2-e5bd3ba6696e · outbound

This paper cites an unresolved cited work.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:05.625633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fddb8384-c1c3-43e1-8a42-afdff67bd4ba · outbound

This paper cites an unresolved cited work.

ARIA: Training Language Agents with Intention-Driven Reward Aggregation Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:09:05.376816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation c3128c10-4099-4755-8cb2-2203ceb52e11 · inbound

Unsupervised Learning for the Elementary Shortest Path Problem cites this paper.

Unsupervised Learning for the Elementary Shortest Path Problem ARIA: Training Language Agents with Intention-Driven Reward Aggregation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T05:42:59.909229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d425eb3-e2b6-43f7-87c1-d24c0a9c6d16 · inbound

Latent Action Reparameterization for Efficient Agent Inference cites this paper.

Latent Action Reparameterization for Efficient Agent Inference ARIA: Training Language Agents with Intention-Driven Reward Aggregation

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:48:12.946615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.