Adaptive Temporal-Difference Learning for Policy Evaluation with Per-State Uncertainty Estimates

Hugo Penedones, Carlos Riquelme, Damien Vincent +5

We consider the core reinforcement-learning problem of on-policy value function approximation from a batch of trajectory data, and focus on various issues of Temporal Difference (T…