Generalized Agent Iteration: One Formal Framework for Iterative Policy Improvement and Recursive Self-Improvement Paper • 2609.13406 • Published 25 days ago • 85
WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation Paper • 2608.24479 • Published Aug 25 • 139
TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs Paper • 2607.17423 • Published Jul 19 • 101
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published Jul 16 • 92
dOPSD: On-Policy Self-Distillation for Diffusion Language Models Paper • 2607.04428 • Published Jul 5 • 18
Learning to Move Before Learning to Do: Task-Agnostic pretraining for VLAs Paper • 2607.02466 • Published Jul 2 • 7
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players Paper • 2605.28816 • Published May 27 • 149
Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information Paper • 2605.11609 • Published May 12 • 49
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use Paper • 2605.14038 • Published May 13 • 13
DiPO: Disentangled Perplexity Policy Optimization for Fine-grained Exploration-Exploitation Trade-Off Paper • 2604.13902 • Published Apr 15 • 14
Training a Student Expert via Semi-Supervised Foundation Model Distillation Paper • 2604.03841 • Published Apr 4 • 10