DarwinX: Evolving Agent Harnesses Through Natural Selection Paper • 2608.07545 • Published 15 days ago • 57
MemEye: A Visual-Centric Evaluation Framework for Multimodal Agent Memory Paper • 2605.15128 • Published May 14 • 65
AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines Paper • 2602.14296 • Published Feb 15 • 51
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds Paper • 2511.08892 • Published Nov 12, 2025 • 219
R-WoM: Retrieval-augmented World Model For Computer-use Agents Paper • 2510.11892 • Published Oct 13, 2025 • 23
From Commands to Prompts: LLM-based Semantic File System for AIOS Paper • 2410.11843 • Published Sep 23, 2024 • 3
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play Paper • 2509.25541 • Published Sep 29, 2025 • 142
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 137
Token-Efficient Long Video Understanding for Multimodal LLMs Paper • 2503.04130 • Published Mar 6, 2025 • 97