Benchmarking Batch Deep Reinforcement Learning Algorithms

Scott Fujimoto, Edoardo Conti, Mohammad Ghavamzadeh +1

Widely-used deep reinforcement learning algorithms have been shown to fail in the batch setting--learning from a fixed data set without interaction with the environment. Following…