SARSA, Q-Learning, Expected SARSA, SARSA(λ) and Double Q-learning Implementation and Analysis
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Aug 19, 2019 - Python
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double-q-learning
Here are 14 public repositories matching this topic...
A Reinforcement Learning agent to perform overtaking action using Double DQN based CNNs which takes images as input built using TensorFlow.
deep-reinforcement-learning openai-gym cnn openai double-dqn openai-gym-environments double-q-learning
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Feb 8, 2021 - Python
Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.
reinforcement-learning tensorflow monte-carlo keras deep-reinforcement-learning q-learning torch policy-gradient sarsa pg ddpg expected-sarsa actor-critic deep-q-learning deep-deterministic-policy-gradient dql open-ai-gym double-q-learning tabular-methods td-0
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Sep 18, 2024 - Python
Path Planning with Reinforcement Learning algorithms in an unknown environment
reinforcement-learning q-learning path-planning temporal-differencing-learning sarsa-learning double-q-learning global-path-planning
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Dec 27, 2023 - Python
With underflow, create trafic light clusters that interact together to regulate circulation
reinforcement-learning deep-reinforcement-learning artificial-intelligence actor-critic double-q-learning
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Mar 13, 2020 - Python
Implement several deep reinforcement learning algorithms on one of games in Atari 2600 - Space Invaders.
reinforcement-learning tensorflow deep-reinforcement-learning deep-q-network deep-q-learning dueling-q-networks double-q-learning
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Aug 17, 2019 - Python
A very detailed project of Chrome Dinosaur in Deep RL for beginners
reinforcement-learning deep-reinforcement-learning q-learning rainbow torch pytorch policy-gradient convolutional-neural-networks deep-q-network chrome-dinosaur-game prioritized-experience-replay actor-critic-algorithm experience-replay double-q-learning policy-based-method streamlit value-based-methods real-time-demo
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Jun 10, 2022 - Python
Reversi game with multiple reinforcement learning algorithms.
reinforcement-learning q-learning reversi mcts othello sarsa expected-sarsa sarsa-lambda double-q-learning value-itera value-function-approximation
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Nov 16, 2022 - Python
Python script to balance Pendulum from open ai gym using Q-Learning and Double Q-Learning
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Mar 11, 2022 - Python
Reinforcement Learning experiments, comparing performance of Q-learning and Double Q-learning algorithms.
reinforcement-learning q-learning gym reinforcement-learning-algorithms gridworld-environment double-q-learning
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Oct 31, 2021 - Python
Solver of the game “Coin Flip Cheaters” which can be found on https://primerlearning.org/. This is not a bot, in order to use it in the real game you would need to do it manually.
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Sep 24, 2022 - Python
Environment-related differences of Deep Q-Learning and Deep Double Q-Learning
machine-learning reinforcement-learning deep-learning q-learning deep-q-network deep-double-q-network double-q-learning
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Dec 15, 2018 - Python
Implemented Behavior Cloning, DAgger, Double Q-Learning, Dueling DQN, and Proximal Policy Optimization (PPO) in a simulated environment and analyzed/compared their performance in terms of efficiency, stability, and generalization.
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Jun 5, 2025 - Python
Deep Reinforcement Learning with Double Q-learning - Paper Implementation
reinforcement-learning deep-learning atari2600 openai-gym pytorch dqn atari rl-algorithms double-q-learning dqn-agent
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May 20, 2025 - Python
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