Local Search for Policy Iteration in Continuous Control

Jost Tobias Springenberg, Nicolas Heess, Daniel Mankowitz +10

We present an algorithm for local, regularized, policy improvement in reinforcement learning (RL) that allows us to formulate model-based and model-free variants in a single framew…