A Version of Geiringer-like Theorem for Decision Making in the Environments with Randomness and Incomplete Information

Boris Mitavskiy, Jonathan Rowe, Chris Cannings

Purpose: In recent years Monte-Carlo sampling methods, such as Monte Carlo tree search, have achieved tremendous success in model free reinforcement learning. A combination of the…