reinforcement learning algorithms

3 papers

• A Finite Sample Analysis of Distributional TD Learning with Linear Function Approximation
• Beyond Average Value Function in Precision Medicine: Maximum Probability-Driven Reinforcement Learning for Survival Analysis
• Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL