Better Optimism By Bayes: Adaptive Planning with Rich Models

Arthur Guez, David Silver, Peter Dayan

The computational costs of inference and planning have confined Bayesian model-based reinforcement learning to one of two dismal fates: powerful Bayes-adaptive planning but only fo…