Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods

Lazaric, Alessandro, Restelli, Marcello, Bonarini, Andrea

Neural Information Processing Systems 

While several studies focused on problems with continuous states, little attention has been deserved to tasks involving continuous actions.

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