On the Hardness of Reinforcement Learning with Transition Look-Ahead

arXiv:2510.19372 · stat.ML, cs.LG · Submitted 2025-10-22 · Read on arXiv

stat.ML, cs.LG

Submitted: 2025-10-22

Updated: 2026-10-25

Terminology

• Reinforcement Learning — 3× in this paper · explained in 4 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 26 episodes

Related papers

• Behavior of prediction performance metrics with rare events
• Optimal Estimation of Generic Dynamics by Path-Dependent Neural Jump ODEs
• A Posterior-Dynamics Framework for Imaging Inverse Problems with Pretrained Diffusion Priors
• Scalable Posterior Uncertainty for Flexible Density-Based Clustering
• A Transport Geometry of Benign Overfitting
• Efficient quadratic entropy with distance sketches