Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Tim Salimans, Jonathan Ho, Xi Chen +2

We explore the use of Evolution Strategies (ES), a class of black box optimization algorithms, as an alternative to popular MDP-based RL techniques such as Q-learning and Policy Gr…