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ENTITY Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning

Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning

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  1. RESEARCH · CL_97831 ·

    New Pareto Q-Learning algorithm enhances multi-objective reinforcement learning

    Researchers have introduced Pareto Q-Learning with Reward Machines (PQLRM), a novel multi-objective reinforcement learning algorithm designed for tasks with complex reward structures defined by reward machines. This alg…