Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm Paper • 2511.04570 • Published about 1 month ago • 208
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping Paper • 2510.18927 • Published Oct 21 • 83
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth? Paper • 2510.08189 • Published Oct 9 • 26
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth? Paper • 2510.08189 • Published Oct 9 • 26
Better Process Supervision with Bi-directional Rewarding Signals Paper • 2503.04618 • Published Mar 6
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning Paper • 2509.08755 • Published Sep 10 • 56
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications Paper • 2509.26490 • Published Sep 30 • 19
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications Paper • 2509.26490 • Published Sep 30 • 19
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications Paper • 2509.26490 • Published Sep 30 • 19 • 2
Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision Paper • 2411.16579 • Published Nov 25, 2024 • 3
Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling Paper • 2411.00750 • Published Nov 1, 2024 • 1
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Paper • 2402.05808 • Published Feb 8, 2024
Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation Paper • 2503.12854 • Published Mar 17