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cs.LG2025
List Replicable Reinforcement Learning
Bohan Zhang, Michael Chen, A. Pavan +3
Replicability is a fundamental challenge in reinforcement learning (RL), as RL algorithms are empirically observed to be unstable and sensitive to variations in training conditions…
cs.DS2025
Algorithms and Hardness for Estimating Statistical Similarity
Arnab Bhattacharyya, Sutanu Gayen, Kuldeep S. Meel +3
We introduce and study the computational problem of determining statistical similarity between probability distributions. For distributions and over a finite sample space,…