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Revert "fix markdown links with spaces"
…dated with cpu/mem usage
DQN copy_model_parameters memory leak
env.P[s][a] is not a tuple but rather a list of tuples (as probability in that tuple wouldn't make sense otherwise).
Update description of env.P[s][a]
bind worker within lambda to avoid running worker twice
… 10-19 will clash in scope with worker 1, and so on.
worker name scope should have trailing slash
…s. Pointed out in #117
Fixes for issues and for compatibility with TensorFlow v 1.0+
…description of env.nS and env.nA
… to Gamma as in the book.
Markdown doesn't allow spaces in links to files, so I replaced the spaces with "%20". Now the links correctly display on GitHub.
Function description update for clarity.
Fix links in all the `README.md`s
Lambda to Gamma. Updated Readme.
Updated link to Sutton's book. Changed Lambda to Gamma in FA
…nk with cached version.
Added CS885 Reinforcement Learning course from University of Waterloo. One of the most comprehensive RL courses.
added link to CS885
* Added UC Berkley class resources * Added OpenAI spinning up resources
updates to README.md
cleaning up lib/envs/gridword.py
…on youtube. Lectures were recorded at UCL in 2018. Lecturer for RL is Hado Vab Hasselt from DeepMind
fixed shape descriptions for neural network input layer
Add link to Advanced Depp Learning & Reinforcement Learning lectures.
Updated links to new version of Sutton and Barto's book
It was crashing on my win10 PC, I found a fix openai/gym#1056 and applied it.
Q-Learning docstring improvements.
Update CliffWalk REINFORCE with Baseline Solution.ipynb
Fix rendering crash on Win 10
a test pull req (corrected few typos)
Update README.md
Fixed compatibility with current version of OpenAI gym without DiscreteEnv class
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I want try to optimizes and learn the code