Mao Yasueda

The Indoor-Training Effect: Unexpected Gains from Distribution Shifts in the Transition Function

Is it better to perform tennis training in a pristine indoor environment or a noisy outdoor one? To model this problem, here we investigate whether shifts in the transition probabilities between the training and testing environments in reinforcement learning problems can lead to better performance u…