ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 111
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving Paper • 2510.11769 • Published Oct 13, 2025 • 25
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark Paper • 2510.13759 • Published Oct 15, 2025 • 10
ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning Paper • 2510.12693 • Published Oct 14, 2025 • 27
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI Paper • 2510.05684 • Published Oct 7, 2025 • 141
Reinforce-Ada: An Adaptive Sampling Framework for Reinforce-Style LLM Training Paper • 2510.04996 • Published Oct 6, 2025 • 15
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning Paper • 2509.19736 • Published Sep 24, 2025 • 12
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning Paper • 2509.25760 • Published Sep 30, 2025 • 55
Beyond Correctness: Harmonizing Process and Outcome Rewards through RL Training Paper • 2509.03403 • Published Sep 3, 2025 • 22
Chain-of-Experts: Unlocking the Communication Power of Mixture-of-Experts Models Paper • 2506.18945 • Published Jun 23, 2025 • 40
MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning Paper • 2505.24846 • Published May 30, 2025 • 15
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce Paper • 2504.11343 • Published Apr 15, 2025 • 19
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Paper • 2505.02391 • Published May 5, 2025 • 25
Self-rewarding correction for mathematical reasoning Paper • 2502.19613 • Published Feb 26, 2025 • 82