{"total":15,"rows":[{"id":"2309.07864","title":"The Rise and Potential of Large Language Model Based Agents: A Survey","created":"2023-09-14","cited_by_count":1439,"area":"agents"},{"id":"2408.08435","title":"Automated Design of Agentic Systems","created":"2024-08-15","cited_by_count":407,"area":"agents"},{"id":"2407.01603","title":"A Review of Large Language Models and Autonomous Agents in Chemistry","created":"2024-06-26","cited_by_count":99,"area":"agents"},{"id":"2504.16078","title":"LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities","created":"2025-04-22","cited_by_count":41,"area":"agents"},{"id":"2603.17187","title":"MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild","created":"2026-03-17","cited_by_count":37,"area":"agents"},{"id":"2305.16554","title":"Emergent Agentic Transformer from Chain of Hindsight Experience","created":"2023-05-26","cited_by_count":33,"area":"agents"},{"id":"2602.07755","title":"Learning to Continually Learn via Meta-learning Agentic Memory Designs","created":"2026-02-08","cited_by_count":18,"area":"agents"},{"id":"2402.03969","title":"In-context learning agents are asymmetric belief updaters","created":"2024-02-06","cited_by_count":14,"area":"agents"},{"id":"2605.10899","title":"RubricEM: Meta-RL with Rubric-guided Policy Decomposition beyond Verifiable Rewards","created":"2026-05-11","cited_by_count":12,"area":"agents"},{"id":"2603.11327","title":"Meta-Reinforcement Learning with Self-Reflection for Agentic Search","created":"2026-03-11","cited_by_count":8,"area":"agents"},{"id":"2606.15306","title":"LatentGym: A Testbed For Cross-Task Experiential Learning With Controllable Latent Structure","created":"2026-06-13","cited_by_count":2,"area":"agents"},{"id":"2506.05577","title":"Policy Search, Retrieval, and Composition via Task Similarity in Collaborative Agentic Systems","created":"2025-06-05","cited_by_count":1,"area":"agents"},{"id":"2605.06992","title":"Why Does Agentic Safety Fail to Generalize Across Tasks?","created":"2026-05-07","cited_by_count":0,"area":"agents"},{"id":"2606.20002","title":"Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning","created":"2026-06-18","cited_by_count":0,"area":"agents"},{"id":"2609.35738","title":"Harness Learning Enables Generalizable Test-Time Adaptation","created":"2026-09-28","cited_by_count":0,"area":"agents"}],"next_cursor":null}