Author Archives: Noor Awad

Playing Games with Progressive Episode Lengths

A framework of ES-based limited episode’s length Evolutionary Strategy for Reinforcement Learning Recently, evolutionary strategy(ES) showed surprisingly good performance as an alternative approach to deep Reinforcement Learning algorithms for playing Atari games [1, 2, 3].  ES directly optimizes the weights of deep policy networks encoding a mapping from states to actions. Thus, an ES approach […]

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