AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published 3 days ago • 84
TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models Paper • 2511.13704 • Published 10 days ago • 42
ReCode: Unify Plan and Action for Universal Granularity Control Paper • 2510.23564 • Published Oct 27 • 119
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards Paper • 2510.08529 • Published Oct 9 • 18
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published Sep 2 • 224
Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Paper • 2508.14029 • Published Aug 19 • 118
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10 • 97
Efficient Agents: Building Effective Agents While Reducing Cost Paper • 2508.02694 • Published Jul 24 • 85