In past work, we defined an approach to neuro-symbolic Reinforcement Learning (RL), where logical rules, whose applicability can be either upon conditions and/or checked periodically, influence a reinforcement learning agent in exploring an environment. In this paper, we focus on the experiments that we made to show the effectiveness of the blended approach.
Experimenting an approach to Neuro-Symbolic RL
Rafanelli A.;Costantini S.;De Gasperis G.
2023-01-01
Abstract
In past work, we defined an approach to neuro-symbolic Reinforcement Learning (RL), where logical rules, whose applicability can be either upon conditions and/or checked periodically, influence a reinforcement learning agent in exploring an environment. In this paper, we focus on the experiments that we made to show the effectiveness of the blended approach.File in questo prodotto:
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