Direct Uncertainty Estimation in Reinforcement Learning

Sergey Rodionov, Alexey Potapov, Yurii Vinogradov

Optimal probabilistic approach in reinforcement learning is computationally infeasible. Its simplification consisting in neglecting difference between true environment and its mode…