University of California, Berkeley
Cassidy Laidlaw, Banghua Zhu, Stuart Russell, Anca Dragan
reinforcement learning;effective horizon;RL theory;theory of reinforcement learning;instance-dependent bounds;empirical validation of theory
The Effective Horizon Explains Deep RL Performance in Stochastic Environments