Douglas Tweed

Costate-focused models for reinforcement learning

2017 · arXiv (Cornell University)

Many recent algorithms for reinforcement learning are model-free and founded on the Bellman equation. Here we present a method founded on the costate equation and models of the state dynamics. We use the costate -- …