The Effective Horizon Explains Deep RL Performance in Stochastic Environments.

Cassidy Laidlaw Banghua Zhu Stuart Russell Anca D. Dragan

Published in: CoRR (2023)

Keyphrases

real world
reinforcement learning
high quality
dynamic environments
evolutionary algorithm
sufficient conditions
computationally efficient
optimal policy
stochastic optimization