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Using the gym’s FrozenLake game environment as the Markov Decision Processes, Synchronous Value Iteration, Q-Learning and SARSA, and Deep Q-Network were applied in Ray distributed framework. The experiments were conducted in Intel’s AI DevCloud. (Python, Pytorch, Ray, Gym, Numpy)

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