The Cross-environment Hyperparameter Setting Benchmark for Reinforcement Learning

Andrew Patterson, Samuel Neumann, Raksha Kumaraswamy +2

This paper introduces a new empirical methodology, the Cross-environment Hyperparameter Setting Benchmark, that compares RL algorithms across environments using a single hyperparam…