Prospective Hindsight: Self-Calibrating Reinforcement Learning via Prediction-Reality Gaps Paper • 2610.02740 • Published 14 days ago • 10
GroundingPI: A Grounding Foundation Model towards Physical Intelligence with Visual Primitives Paper • 2609.39601 • Published 16 days ago • 298
Rethinking Relative Policy Differences Transfer of On-Policy Distillation Paper • 2610.13205 • Published 7 days ago • 16
Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition Paper • 2610.12341 • Published 8 days ago • 46
DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models Paper • 2610.12572 • Published 8 days ago • 316
S-Space: Exploring Spatial Workspace in Multimodal Language Models Paper • 2610.13527 • Published 6 days ago • 292
SkillForge: Co-Evolving Skills and Agents via Dynamic Skill Lifecycles Paper • 2610.09832 • Published 9 days ago • 14
Recursive Game Creator: An Agentic Product-Level Experience-Oriented Game Harness Paper • 2610.08621 • Published 10 days ago • 95
On-Policy or Off-Policy Learning? A Systematic Study of Distillation Dynamics Paper • 2609.35259 • Published 18 days ago • 204
Thinking Outside the Box: Can Language Models Rely on External Guidance Selectively? Paper • 2609.39578 • Published 16 days ago • 72
RLHND: Video Foundation Models as Physically Grounded Hand Trackers for Robot Learning Paper • 2610.09455 • Published 9 days ago • 46
TRACE: Rollout-Guided Quantization-Aware Training for FP4 Reinforcement Learning of MoE Language Models Paper • 2610.07767 • Published 10 days ago • 93
NeMo-DCR: Bit-Exact Delta-Compressed Refit for Scalable Agentic RL at Trillion-Parameter Scale Paper • 2610.08430 • Published 10 days ago • 27
TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning Paper • 2610.07043 • Published 11 days ago • 47
LoGRA: Scaling LLM Reinforcement Learning with Low-Rank Gradient Sketches Paper • 2610.06647 • Published 11 days ago • 152
Towards Looped Models Done Right, Part II: Rethinking at Fixed Points Paper • 2610.06833 • Published 11 days ago • 34
Base Models Can Reason By Taking a Cue From Training Data Paper • 2610.06851 • Published 11 days ago • 28