From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Paper • 2504.19678 • Published Apr 28 • 3
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search Paper • 2509.25454 • Published 20 days ago • 131
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation Paper • 2509.25849 • Published 19 days ago • 46
