Jan 28

Resources: Reinforcement Learning and Deep Reinforcement Learning

Platform:

https://gym.openai.com/

Code Examples:

https://towardsdatascience.com/using-deep-q-learning-in-fifa-18-to-perfect-the-art-of-free-kicks-f2e4e979ee66?gi=b96ce845729c

https://becominghuman.ai/reinforcement-learning-with-fifa-and-keras-85ec792e25b2

https://towardsdatascience.com/reinforcement-learning-demystified-solving-mdps-with-dynamic-programming-b52c8093c919

https://github.com/openai/gym/blob/master/gym/envs/toy_text/nchain.py

Theory

https://towardsdatascience.com/introduction-to-various-reinforcement-learning-algorithms-i-q-learning-sarsa-dqn-ddpg-72a5e0cb6287

https://cecas.clemson.edu/ayalew/Papers/Vehicle%20Systems%20Dynamics%20and%20Control/Papers/A%20Saturation%20Balancing%20Control%20Method%20for%20Enhancing%20Dynamic%20Vehicle%20Stability/IJVD%2061_1-4_Paper%203.pdf

https://arxiv.org/pdf/1712.01815.pdf

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