This repository is highly inspired from Denny Britz RL repo contains solutions to exercise from the book and from the David Silver's RL course. Link to both resources:
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Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.
Topics
machine-learning
reinforcement-learning
q-learning
dqn
sarsa
dynamic-programming
random-walk
td-learning
monte-carlo-methods
double-dqn
prioritized-experience-replay
sutton-gambler
experience-replay
q-learning-vs-sarsa
sutton-gridworld
dqn-pytorch
model-free-rl
david-silver-course
n-step-bootstrapping
n-step-sarsa
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