{"total":22,"rows":[{"id":"2605.26684","title":"Beyond Trajectory-Level Attribution: Graph-Based Credit Assignment for Agentic Reinforcement Learning","created":"2026-05-26","cited_by_count":31,"area":"agents"},{"id":"2512.14895","title":"Imitation Learning for Multi-turn LM Agents via On-policy Expert Corrections","created":"2025-12-16","cited_by_count":19,"area":"agents"},{"id":"2607.13104","title":"Self-Improvements in Modern Agentic Systems: A Survey","created":"2026-07-14","cited_by_count":19,"area":"agents"},{"id":"2606.01619","title":"ReSkill: Reconciling Skill Creation with Policy Optimization in Agentic RL","created":"2026-06-01","cited_by_count":14,"area":"agents"},{"id":"2511.09586","title":"Environment Scaling for Interactive Agentic Experience Collection: A Survey","created":"2025-11-12","cited_by_count":13,"area":"agents"},{"id":"2509.22601","title":"Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning","created":"2025-09-26","cited_by_count":11,"area":"agents"},{"id":"2601.20789","title":"SERA: Soft-Verified Efficient Repository Agents","created":"2026-01-28","cited_by_count":10,"area":"agents"},{"id":"2603.16124","title":"SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding","created":"2026-03-17","cited_by_count":9,"area":"agents"},{"id":"2510.16720","title":"Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI","created":"2025-10-19","cited_by_count":8,"area":"agents"},{"id":"2512.22256","title":"Agentic Software Issue Resolution with Large Language Models: A Survey","created":"2025-12-24","cited_by_count":6,"area":"agents"},{"id":"2604.10493","title":"SWE-Shepherd: Advancing PRMs for Reinforcing Code Agents","created":"2026-04-12","cited_by_count":5,"area":"agents"},{"id":"2607.10601","title":"Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories","created":"2026-07-12","cited_by_count":4,"area":"agents"},{"id":"2609.07925","title":"FrogNano: Training a 4B Coding Agent via Online Task Synthesis","created":"2026-09-07","cited_by_count":4,"area":"agents"},{"id":"2609.09133","title":"ExecCritic: Learn to Test, Test to Improve for Coding Agents","created":"2026-09-08","cited_by_count":3,"area":"agents"},{"id":"2608.03392","title":"Self-Evolving Coding Agents","created":"2026-08-04","cited_by_count":2,"area":"agents"},{"id":"2605.29653","title":"PTCG-Bench: Can LLM Agents Master Pok\\'emon Trading Card Game?","created":"2026-05-28","cited_by_count":0,"area":"agents"},{"id":"2606.03800","title":"Trading Human Curation for Synthetic Augmentation in RLVR","created":"2026-06-02","cited_by_count":0,"area":"agents"},{"id":"2606.03963","title":"AgenticRL: Agentic Reinforcement Learning with Self-Refinement for Complex UAV Navigation","created":"2026-06-02","cited_by_count":0,"area":"agents"},{"id":"2607.01465","title":"Beyond Next-Token Prediction: An RLVR Proof of Concept for Tool-Use Agents on Atlassian Workflows","created":"2026-07-01","cited_by_count":0,"area":"agents"},{"id":"2608.07437","title":"Fisher-R1: Training LLM Agents for Reliable Hypothesis Testing","created":"2026-08-07","cited_by_count":0,"area":"agents"},{"id":"2608.30322","title":"Ignorance or Incompetence? Constructing Knowledge-Gated, Verifiable Tasks for LLM Agents","created":"2026-08-31","cited_by_count":0,"area":"agents"},{"id":"2610.11678","title":"TRACE: Diagnosing Verifier Brittleness in Agentic Evaluation","created":"2026-10-08","cited_by_count":0,"area":"agents"}],"next_cursor":null}