January 2019
Intermediate to advanced
390 pages
9h 16m
English
Content preview from Hands-On Artificial Intelligence for IoT
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Why policy gradients?
Well, first of all, policy gradients, like other policy-based methods, directly estimate the optimal policy, without any need to store additional data (experience replay buffer). Hence, it's simple to implement. Secondly, we can train it to learn true stochastic policies. And finally, it's well suited for continuous action-space.
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