Prospective Hindsight: Self-Calibrating Reinforcement Learning via Prediction-Reality Gaps Paper • 2610.02740 • Published 14 days ago • 11
CrossTimeEdit: A Decade-Spanning Cross-View Dataset and Reward-Guided Editing for Historical Street-View Generation Paper • 2609.36616 • Published 17 days ago • 33
PR-OPD: Privileged Representation On-policy Self-Distillation for Agentic Reinforcement Learning Paper • 2609.36642 • Published 17 days ago • 42
GroundingPI: A Grounding Foundation Model towards Physical Intelligence with Visual Primitives Paper • 2609.39601 • Published 16 days ago • 317
DiffusionART: Efficient, Stable and Scalable Reinforcement of Diffusion Models Paper • 2610.12572 • Published 8 days ago • 269
SoftwareGym: Scaling Computer-Use Agent Training with Diverse Synthesized Software Environments Paper • 2610.12611 • Published 8 days ago • 109
SanSi: A Looped Typed Decision Model for System 1.5 Thinking Paper • 2610.07730 • Published 10 days ago • 20
MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement Paper • 2610.11959 • Published 8 days ago • 91
TestPrism: Rethinking Test Evaluation Beyond a Single Reference Paper • 2610.12289 • Published 8 days ago • 40
MIMESIS: Learning User Simulators as Training Environments for Interactive Agents Paper • 2610.09484 • Published 9 days ago • 28
Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published 10 days ago • 193
Selection-Based Structured Reasoning: Toward Efficient Multimodal Search Agents Paper • 2610.01892 • Published 15 days ago • 38
TRACE: Rollout-Guided Quantization-Aware Training for FP4 Reinforcement Learning of MoE Language Models Paper • 2610.07767 • Published 10 days ago • 93
TRIAGE: Direction-Aware Mismatch Stabilization of Native NVFP4 Reinforcement Learning Paper • 2610.07043 • Published 11 days ago • 47
Base Models Can Reason By Taking a Cue From Training Data Paper • 2610.06851 • Published 11 days ago • 28
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