Supplementing Gradient-Based Reinforcement Learning with Simple Evolutionary Ideas

Harshad Khadilkar

We present a simple, sample-efficient algorithm for introducing large but directed learning steps in reinforcement learning (RL), through the use of evolutionary operators. The met…