Learn2Play Bench: How Well Do LLM Agents Learn from Experience in Unfamiliar Environments? Paper • 2610.08215 • Published 20 days ago • 63
Running on Zero MCP Featured 62 JEV-9B — typed decisions ⚖ 62 Calibrated typed decisions + System 2 reasoning
DART-SD: Diamond-topology Aware Retrieval and Tuning for Self-Distillation of Multi-Turn Tool-Calling Agents Paper • 2608.18524 • Published Aug 19 • 104
PaperGym: Rubric-Centered Evolution for Research-Plan Generation Paper • 2608.31119 • Published Aug 31 • 33
Running Featured 562 Agent Memory Leaderboard 🧠 562 Unified memory evaluation · Results expected August 12.