Repository containing code and notebooks exploring how to solve Atari's Pong through Reinforcement Learning
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Oct 21, 2025 - Jupyter Notebook
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gymnasium
Here are 9 public repositories matching this topic...
A collection of Jupyter notebooks implementing core reinforcement learning algorithms: Q-Learning, SARSA, and PPO.
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Jun 21, 2025 - Jupyter Notebook
Clean and reproducible implementation of DQN and its extensions (DDQN, Dueling, PER, N-step) for solving CartPole-v1. Includes a modular training pipeline, evaluation script, TensorBoard logging, and experiment notebook.
machine-learning reinforcement-learning deep-reinforcement-learning pytorch dqn cartpole gymnasium double-dqn portfolio-project dueling-dqn prioritized-experience-replay n-step-learning
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Nov 13, 2025 - Jupyter Notebook
RL-Odyssey is a research framework for continuous control that implements state-of-the-art RL algorithms (SAC, TD3, PPO, etc.) with clean experiment scripts and interactive notebooks.
reinforcement-learning deep-learning deep-reinforcement-learning pytorch policy-gradient a3c ddpg sac gymnasium continuous-control actor-critic trpo mujoco trust-region-policy-optimization proximal-policy-optimization ppo alphazero td3 dm-control soft-actor-critic
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Mar 25, 2025 - Jupyter Notebook
python open-source machine-learning tutorial research reinforcement-learning ai deep-learning notebook openai-gym pytorch dqn neural-networks educational game-ai gymnasium lunar-lander
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Dec 18, 2025 - Jupyter Notebook
Repository containing code and notebooks exploring how to solve Gymnasium's Lunar Lander through Reinforcement Learning
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Oct 15, 2025 - Jupyter Notebook
A simple Deep Q-Learning project that trains an agent to land a spacecraft safely in the LunarLander environment using PyTorch and Gymnasium. The notebook shows how a DQN works step-by-step with replay memory, epsilon-greedy exploration, and soft target updates.
python open-source machine-learning tutorial research reinforcement-learning ai deep-learning notebook openai-gym pytorch artificial-intelligence dqn neural-networks educational game-ai gymnasium lunar-lander
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Nov 13, 2025 - Jupyter Notebook
This repository hosts Jupyter notebooks showcasing the training of Atari games using a variety of Deep Reinforcement Learning (RL) algorithms such as Proximal Policy Optimization (PPO), Deep Deterministic Policy Gradient (DDPG), Deep Q-Networks (DQN), Advantage Actor-Critic (A2C), and more.
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Jun 10, 2024 - Jupyter Notebook
Repository containing code and notebooks exploring how to solve Gymnasium's Car Racing through Reinforcement Learning
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Oct 29, 2025 - Jupyter Notebook
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