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Learning to play Yahtzee with Advantage Actor-Critic (A2C)

dionhaefner.github.io · published 31 March 2021

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Link
Host
https://en.wikipedia.org/wiki/Yatzy
en.wikipedia.org
https://github.com/dionhaefner/yahtzotron
github.com
http://yahtzee.org.uk/optimal_yahtzee_TV.pdf
yahtzee.org.uk
https://en.wikipedia.org/wiki/Dynamic_programming
en.wikipedia.org
https://github.com/google/jax
github.com
https://github.com/deepmind/dm-haiku
github.com
https://github.com/deepmind/optax
github.com
https://github.com/deepmind/rlax
github.com
https://pytorch.org/
pytorch.org
https://github.com/dionhaefner/yahtzotron/blob/master/yahtzotron/rulesets/yatzy.py
github.com
https://gym.openai.com/
gym.openai.com
https://openai.com/blog/openai-baselines-ppo/
openai.com
https://en.wikipedia.org/wiki/Genetic_algorithm
en.wikipedia.org
https://towardsdatascience.com/reinforcement-learning-without-gradients-evolving-agents-using-genetic-algorithms-8685817d84f
towardsdatascience.com
https://hackernoon.com/intuitive-rl-intro-to-advantage-actor-critic-a2c-4ff545978752
hackernoon.com
https://github.com/deepmind/bsuite/blob/a07485f497b72669f1058639fa806b6127c4c6a9/bsuite/baselines/jax/actor_critic/agent.py
github.com