Matrix-Game 4.0: Harnessing Video Models for Real-Time Playable Game Worlds Paper • 2610.27999 • Published 2 days ago • 184
OmniReasoning: Pushing the Limits of Audio-Visual Joint Reasoning Paper • 2609.39490 • Published 22 days ago • 28
Agent-Reflex: Teaching Language Agents to Act Reflectively Paper • 2610.17953 • Published 9 days ago • 216
From Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Research Paper • 2610.21767 • Published 7 days ago • 54
Scaling Agentic Data for Long-Horizon Terminal Intelligence Paper • 2610.13166 • Published 13 days ago • 167
Mosaic: Multi-Session Agentic Reinforcement Learning Paper • 2610.22174 • Published 7 days ago • 64
Intern-Decision: Efficient Multimodal Decision Making with Autoregressive Masked Language Modeling Paper • 2610.22131 • Published 7 days ago • 26
LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation Paper • 2610.19975 • Published 8 days ago • 82
Internalizing Agent Experience into Diffusion Model Weights via On-Policy Context Distillation Paper • 2610.07250 • Published 17 days ago • 16
TPPO: Tracking-Value PPO For Language Model Reasoning Paper • 2610.16794 • Published 10 days ago • 97
CATCH: A Controllable Analysis Testbed for Reward Hacking in Coding RL Paper • 2609.39533 • Published 21 days ago • 19
A Closer Look at Agentic BBO: Benchmarking LLM Agents for Black-Box Optimization Paper • 2610.12183 • Published 14 days ago • 14
SeC: Advancing Complex Video Object Segmentation via Progressive Concept Construction Paper • 2507.15852 • Published Jul 21, 2025 • 39
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model Paper • 2604.20806 • Published Apr 22 • 2
SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction Paper • 2605.20110 • Published May 19 • 4
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics Paper • 2606.10479 • Published Jun 9 • 21
OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Model Paper • 2604.20806 • Published Apr 22 • 2
Rethinking Critic Learning in PPO: Understanding and Mitigating Value Flattening Paper • 2609.18708 • Published Sep 16 • 85