M3-Bench: Multi-Modal, Multi-Hop, Multi-Threaded Tool-Using MLLM Agent Benchmark Paper • 2511.17729 • Published Nov 21, 2025 • 16
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph Paper • 2511.00086 • Published Oct 29, 2025 • 41
R-WoM: Retrieval-augmented World Model For Computer-use Agents Paper • 2510.11892 • Published Oct 13, 2025 • 21
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play Paper • 2509.25541 • Published Sep 29, 2025 • 140
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 134