TSEB: More Efficient Thompson Sampling for Policy Learning

P. Prasanna, Sarath Chandar, Balaraman Ravindran

In model-based solution approaches to the problem of learning in an unknown environment, exploring to learn the model parameters takes a toll on the regret. The optimal performance…