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Parameterised Actions
Multi-Pass Q-Networks for Deep Reinforcement Learning with Parameterised Action Spaces
Parameterised actions in reinforcement learning are composed of discrete actions with continuous action-parameters. This provides a …
Craig Bester
,
Steven James
,
George Konidaris
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Reinforcement Learning with Parameterized Actions
We introduce a model-free algorithm for learning in Markov decision processes with parameterized actions—discrete actions with …
Warwick Masson
,
Pravesh Ranchod
,
George Konidaris
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