Recursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses Paper • 2608.24876 • Published 2 days ago • 22
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published 22 days ago • 27
PAST-Bench: Benchmarking the Foundations of Recursive Self-Improvement in Personal Agents Paper • 2608.04003 • Published 23 days ago • 34
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration Paper • 2606.04743 • Published Jun 3 • 47
openclaw-rl Collection OpenClaw-RL: Personalize openclaw simply by talking to it • 0 items • Updated Feb 27 • 1
RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System Paper • 2602.02488 • Published Feb 2 • 36
OmniAgent: Audio-Guided Active Perception Agent for Omnimodal Audio-Video Understanding Paper • 2512.23646 • Published Dec 29, 2025 • 15
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 19
Video-BrowseComp: Benchmarking Agentic Video Research on Open Web Paper • 2512.23044 • Published Dec 28, 2025 • 10
Yume-1.5: A Text-Controlled Interactive World Generation Model Paper • 2512.22096 • Published Dec 26, 2025 • 61
LiveTalk: Real-Time Multimodal Interactive Video Diffusion via Improved On-Policy Distillation Paper • 2512.23576 • Published Dec 29, 2025 • 66
Diffusion Knows Transparency: Repurposing Video Diffusion for Transparent Object Depth and Normal Estimation Paper • 2512.23705 • Published Dec 29, 2025 • 45
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 100
SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents Paper • 2512.22322 • Published Dec 26, 2025 • 39
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators Paper • 2512.19682 • Published Dec 22, 2025 • 19
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation Paper • 2511.09611 • Published Nov 12, 2025 • 72