{"total":18,"rows":[{"id":"2504.19678","title":"From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review","created":"2025-04-28","cited_by_count":149,"area":"lr"},{"id":"2505.08638","title":"TRAIL: Trace Reasoning and Agentic Issue Localization","created":"2025-05-13","cited_by_count":104,"area":"lr"},{"id":"2601.12538","title":"A Survey of Agentic Reasoning for Large Language Models: Towards Recursively Self-Improving and Collective Agents","created":"2026-01-18","cited_by_count":50,"area":"lr"},{"id":"2510.02837","title":"Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents","created":"2025-10-03","cited_by_count":24,"area":"lr"},{"id":"2601.15808","title":"Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification","created":"2026-01-22","cited_by_count":22,"area":"lr"},{"id":"2509.06822","title":"RAFFLES: Reasoning-based Attribution of Faults for LLM Systems","created":"2025-09-08","cited_by_count":21,"area":"lr"},{"id":"2510.23038","title":"Incentivizing Agentic Reasoning in LLM Judges via Tool-Integrated Reinforcement Learning","created":"2025-10-27","cited_by_count":17,"area":"lr"},{"id":"2504.13828","title":"Generative AI Act II: Test Time Scaling Drives Cognition Engineering","created":"2025-04-18","cited_by_count":15,"area":"lr"},{"id":"2511.22134","title":"DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action","created":"2025-11-27","cited_by_count":12,"area":"lr"},{"id":"2509.21823","title":"ProRe: A Proactive Reward System for GUI Agents via Reasoner-Actor Collaboration","created":"2025-09-26","cited_by_count":11,"area":"lr"},{"id":"2605.05980","title":"TACT: Mitigating Overthinking and Overacting in Coding Agents via Activation Steering","created":"2026-05-07","cited_by_count":6,"area":"lr"},{"id":"2606.26080","title":"Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents","created":"2026-06-24","cited_by_count":6,"area":"lr"},{"id":"2510.10930","title":"Evaluating Language Models' Evaluations of Games","created":"2025-10-13","cited_by_count":4,"area":"lr"},{"id":"2602.05242","title":"EGSS: Entropy-guided Stepwise Scaling for Reliable Software Engineering","created":"2026-02-05","cited_by_count":2,"area":"lr"},{"id":"2608.14015","title":"MedClaw: Heuristic Agent Harness for Long-Horizon Surgical Video Reasoning","created":"2026-08-14","cited_by_count":2,"area":"lr"},{"id":"2606.29026","title":"Preventing Error Propagation in Multi-Agent AI through Runtime Monitoring","created":"2026-06-27","cited_by_count":1,"area":"lr"},{"id":"2603.25720","title":"R-C2: Cycle-Consistent Reinforcement Learning Improves Multimodal Reasoning","created":"2026-03-26","cited_by_count":0,"area":"lr"},{"id":"2610.04915","title":"Are We Measuring Scientific Intelligence? Rethinking the Evaluation of AI Scientists","created":"2026-10-04","cited_by_count":0,"area":"lr"}],"next_cursor":null}