DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published Sep 29, 2025 • 141
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents Paper • 2508.01858 • Published Aug 3, 2025 • 20
The Invisible Leash: Why RLVR May Not Escape Its Origin Paper • 2507.14843 • Published Jul 20, 2025 • 85