Beneath the Surface: What We Overlook When We Talk About Agent Evolution Paper • 2611.07624 • Published 7 days ago • 26
HairDeck: Animation-Ready Stylized Hair Cards from a Single Image Paper • 2610.40599 • Published 14 days ago • 35
RSIHub: A Composable Framework for Agent-Evolution Methods Paper • 2610.32253 • Published 20 days ago • 44
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction Paper • 2609.02783 • Published Sep 2 • 55
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published Aug 10 • 74
Dockerless: Environment-Free Program Verifier for Coding Agents Paper • 2606.28436 • Published Jun 26 • 83
PoliCon: Evaluating LLMs on Achieving Diverse Political Consensus Objectives Paper • 2505.19558 • Published May 26, 2025 • 1
The Flip Side of RLHF: On-Policy Feedback for Reward Model Self-Supervised Improvement Paper • 2605.30888 • Published May 29 • 6
\$OneMillion-Bench: How Far are Language Agents from Human Experts? Paper • 2603.07980 • Published Mar 9 • 27
Adaptive Preference Optimization with Uncertainty-aware Utility Anchor Paper • 2509.10515 • Published Sep 3, 2025 • 1
TongSIM: A General Platform for Simulating Intelligent Machines Paper • 2512.20206 • Published Dec 23, 2025 • 28
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published Dec 8, 2025 • 80
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published Nov 6, 2025 • 241
Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation Paper • 2509.23866 • Published Sep 28, 2025 • 14
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling Paper • 2506.08672 • Published Jun 10, 2025 • 30
ReflectEvo: Improving Meta Introspection of Small LLMs by Learning Self-Reflection Paper • 2505.16475 • Published May 22, 2025 • 3