ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments Paper • 2609.19134 • Published 1 day ago • 69
ScienceBuddy: Recursive-in-Recursive Self-Improvement for Interactive Scientific Agents Paper • 2609.17523 • Published 3 days ago • 20
Discovery Foundation Models: Toward Open-Ended Discovery Intelligence Paper • 2609.15973 • Published 4 days ago • 28
Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses Paper • 2608.24876 • Published 24 days ago • 30
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published Aug 5 • 28
OmniVerifier-M1: Multimodal Meta-Verifier with Explicit Structured Recalibration Paper • 2605.28805 • Published May 27 • 11
PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models Paper • 2606.19534 • Published Jun 17 • 66
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published Dec 22, 2025 • 19
Beyond Binary Preference: Aligning Diffusion Models to Fine-grained Criteria by Decoupling Attributes Paper • 2601.04300 • Published Jan 7 • 3
AutoTool: Dynamic Tool Selection and Integration for Agentic Reasoning Paper • 2512.13278 • Published Dec 15, 2025
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System Paper • 2602.02488 • Published Feb 2 • 36
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System Paper • 2602.02488 • Published Feb 2 • 36
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers Paper • 2511.20123 • Published Nov 25, 2025 • 18
Demystifying Reinforcement Learning in Agentic Reasoning Paper • 2510.11701 • Published Oct 13, 2025 • 34
Generative Universal Verifier as Multimodal Meta-Reasoner Paper • 2510.13804 • Published Oct 15, 2025 • 28