Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight Paper • 2610.08077 • Published Oct 6 • 168
Auto-Dreamer: Learning Offline Memory Consolidation for Language Agents Paper • 2605.20616 • Published May 20 • 8
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 73
SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning Paper • 2602.08234 • Published Feb 9 • 73
SimWorld: An Open-ended Realistic Simulator for Autonomous Agents in Physical and Social Worlds Paper • 2512.01078 • Published Nov 30, 2025 • 34
Mem-α: Learning Memory Construction via Reinforcement Learning Paper • 2509.25911 • Published Sep 30, 2025 • 15