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Knowledge- and Gradient-Guided Reinforcement Learning for Parametrized Action Markov Decision Processes
The paper introduces a new reinforcement learning algorithm called Neuro-Symbolic Knowledge- and Gradient-Guided Reinforcement Learning (KGRL). This algorithm uses domain knowledge to improve the sample efficiency of…
