October 2019
Intermediate to advanced
366 pages
12h 4m
English
Content preview from Reinforcement Learning Algorithms with Python
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The AC implementation
Overall, as we have seen so far, the AC algorithm is very similar to the REINFORCE algorithm, with the state function as a baseline. But, to provide a recap, the algorithm is summarized in the following code:
Initializewith random weightInitialize environment
for episode 1..M do Initialize empty buffer > Generate a few episodes for step 1..MaxSteps do > Collect experience by acting on the environment
if : > Compute the ...
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