Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym Paper • 2609.37267 • Published 8 days ago • 28
Foundations of Proactive Agents: Principles, Technical Layers, and Proactivity-Gym Paper • 2609.37267 • Published 8 days ago • 28
When to Switch: Reliable Action-Chunk Extension for Vision-Language-Action Models Paper • 2610.05719 • Published 2 days ago • 13
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 7 days ago • 56
Science or Slop?: Benchmarking and Mitigating Scientific Slop in AI-Generated Papers Paper • 2610.00531 • Published 7 days ago • 56
Physis-Lang: Self-Evolving Language as a Physical Representation for Video World Model Paper • 2609.40358 • Published 7 days ago • 19
OSWorld-Science: A Benchmark of Computer Use Agents for Learning and Using Scientific Software Paper • 2609.39903 • Published 7 days ago • 63
Retrieval-Augmented Skill Optimization via Cross-Harness Adaptation Paper • 2609.38024 • Published 8 days ago • 63
Mid-Harness: Scaling Actions Between Model and Harness for Terminal Agents Paper • 2609.39982 • Published 7 days ago • 117
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published 7 days ago • 109
Game-Guided Skill Discovery through Self-Play for Playable Agent Control Paper • 2609.40137 • Published 7 days ago • 5
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published 7 days ago • 109
EvoDuet: Bilevel Co-Evolution of Web Searching and Task Solving for Scientific Discovery Paper • 2609.40340 • Published 7 days ago • 109
SoL-Refiner: Speed-of-Light One-Step Refinement for High-Resolution Video Paper • 2609.37969 • Published 8 days ago • 41
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published 8 days ago • 63
Recursive Harness Distillation across Agents for Robot Manipulation Paper • 2609.33378 • Published 10 days ago • 41
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 10 days ago • 46