ClawEnvKit: Automatic Environment Generation for Claw-Like Agents
Paper • 2604.18543 • Published • 28
AstroAI
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Near-Future Policy Optimization
Paper • 2604.20733 • Published • 74 -
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
Paper • 2604.20987 • Published • 21 -
PATRA: Pattern-Aware Alignment and Balanced Reasoning for Time Series Question Answering
Paper • 2602.23161 • Published -
Hybrid Policy Distillation for LLMs
Paper • 2604.20244 • Published • 11 -
ClawGym: A Scalable Framework for Building Effective Claw Agents
Paper • 2604.26904 • Published • 50 -
Heterogeneous Scientific Foundation Model Collaboration
Paper • 2604.27351 • Published • 211 -
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
Paper • 2605.03042 • Published • 107 -
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
Paper • 2605.06130 • Published • 90 -
SkillOS: Learning Skill Curation for Self-Evolving Agents
Paper • 2605.06614 • Published • 37