EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents Paper • 2412.13549 • Published Dec 18, 2024
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving Paper • 2510.11769 • Published Oct 13, 2025 • 26
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning Paper • 2510.12693 • Published Oct 14, 2025 • 28
Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models Paper • 2603.13985 • Published Mar 14 • 10
AgentSPEX: An Agent SPecification and EXecution Language Paper • 2604.13346 • Published 9 days ago • 51
Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models Paper • 2603.13985 • Published Mar 14 • 10
PRL: Process Reward Learning Improves LLMs' Reasoning Ability and Broadens the Reasoning Boundary Paper • 2601.10201 • Published Jan 15 • 9
PRL: Process Reward Learning Improves LLMs' Reasoning Ability and Broadens the Reasoning Boundary Paper • 2601.10201 • Published Jan 15 • 9
Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models Paper • 2506.18945 • Published Jun 23, 2025 • 41
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning Paper • 2505.24846 • Published May 30, 2025 • 15
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Paper • 2505.02391 • Published May 5, 2025 • 25