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arxiv: 2409.01104 · v2 · pith:JJSRPLLA · submitted 2024-09-02 · cs.RO · cs.AI· cs.LG· cs.NE

AI Olympics challenge with Evolutionary Soft Actor Critic

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classification cs.RO cs.AIcs.LGcs.NE
keywords approachdescribeevolutionaryolympicssolutionactoralgorithmsbeen
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In the following report, we describe the solution we propose for the AI Olympics competition held at IROS 2024. Our solution is based on a Model-free Deep Reinforcement Learning approach combined with an evolutionary strategy. We will briefly describe the algorithms that have been used and then provide details of the approach

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