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Reinforcement Learning 8: Policy gradient methods
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Policy-based methods
- definition
- characteristics
- deterministic vs stochastic policies
Policy gradients
- gradient-based estimator
- Monte Carlo REINFORCE
Actor-critic methods
- definition
- algorithm
- extensions
#policygradients #actorcritic #reinforcementlearning #REINFORCE #montecarlo
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