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dynaq
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Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto
reinforcement-learningqlearningmountain-carsarsagradient-descentfeature-engineeringbandit-algorithmsutton-gamblersutton-bookdynaqsutton-gridworldblackjack-montecarlobatch-updatemaximization-biasinfinite-variancerl-suttonsemi-gradient-sarsashort-corridoroptimal-policy
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Jul 16, 2019 - Python
Introduction to Reinforcement Learning in Python
reinforcement-learningq-learningreinforcement-learning-algorithmssarsatree-searchactor-critictemporal-differencing-learningsarsa-lambdalstdlambdatd2dynaqdyna2
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Oct 17, 2018 - Python
Deep Reinforcement Learning navigation of autonomous vehicles. Implementation of deep-Q learning, dyna-Q learning, Q-learning agents including SSMR(Skid-steering_mobile robot) Kinematics in various OpenAi gym environments
pythondeep-neural-networksreinforcement-learningdeep-learningnavigationsimulationmappingopenai-gympandasqautonomous-vehiclesqlearning-algorithmpathplanninggridworld-environmentdynaqdeepq-learning
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Oct 29, 2024 - Python
Model based Reinforcement Learning (DynaQ) to navigate an agent in a maze
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Apr 13, 2020 - Jupyter Notebook
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