reinforcement-learning q-learning sarsa gridworld multi-armed-bandits random-walk racecar bandit-algorithm sutton-book td-lambda dyna-q cliffwalking
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Mar 4, 2020 - Python
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td-lambda
Here are 14 public repositories matching this topic...
🤖 Implementation and short explanation of basic RL algorithms, reproducing the simulations from Andrej Kaparthy's REINFORCEjs library.
reinforcement-learning algorithms monte-carlo q-learning sarsa artficial-intelligence policy-iteration value-iteration td-lambda
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Mar 1, 2023 - Python
Reinforcement Learning algorithms SARSA, Q-Learning, DQN, for Classical and MuJoCo Environments and testing them with OpenAI Gym.
reinforcement-learning openai-gym q-learning dqn mountain-car sarsa td-learning cartpole-v0 td-lambda
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Aug 1, 2018 - Jupyter Notebook
Distributed Deep Reinforcement Learning Framework
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Jan 15, 2022 - Jupyter Notebook
Explore key RL algorithms with detailed explanations and fully commented Python code implementations
reinforcement-learning monte-carlo q-learning thompson-sampling epsilon-greedy reinforcement-learning-algorithms sarsa rl policy-iteration value-iteration deep-q-learning reinforcement-learning-agent ucb1 td-lambda reinforcement-learning-environments td-0 optimistic-inital-values iterative-policy-evaluation
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Dec 8, 2024 - Jupyter Notebook
Code for my paper: "Theta sequences as eligibility traces: a biological solution to credit assignment"
machine-learning reinforcement-learning neuroscience computational-neuroscience rl theta reinforcement sequences hippocampus td-lambda theoretical-neuroscience
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Apr 20, 2023 - Jupyter Notebook
Reinforcement Learning tool to show how λ and learning rate affect Q(λ). Demonstrates this through teaching a bot to solve a maze.
reinforcement-learning q-learning rl td temporal-differencing-learning eligibility-tracing q-lambda td-lambda
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Feb 11, 2020 - Python
Repository of Reinforcement Learning projects done during the course @sapienza
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Feb 21, 2023 - Python
Tic-Tac-Toe agent trained by Deep Reinforcement Learning
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Jul 6, 2018 - Python
Educational RL repo: DP, MC, SARSA, Q-learning from scratch using NumPy and GridWorld.
reinforcement-learning monte-carlo q-learning td-learning gridworld-environment sarsa-learning td-lambda
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May 17, 2025 - Python
Second homework for the Reinforcement Learning course
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Nov 23, 2023 - Python
Replicates the Random Walk Experiments from Sutton's 1998 paper "Learning to predict by the methods of Temporal Differences"
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May 29, 2021
Machine-learning application in path finding using the n-step TD(lambda) algorithm
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Jan 23, 2021 - Python
reinforcement-learning policy-gradient reinforce greedy-algorithm td-learning sarsa-learning td-lambda exploration-exploitation epsilon-greedy-exploration ucb-algorithm
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May 16, 2022 - Jupyter Notebook
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