⛰ A professional, modular reinforcement learning implementation that solves the classic MountainCar-v0 environment from OpenAI Gymnasium using Q-Learning algorithm.
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Dec 17, 2025 - Python
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gymnasium
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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 17, 2025 - Jupyter Notebook
🎮 Train a Deep Q-Learning agent using TensorFlow to master Atari Breakout with efficient experience replay and modular architecture for easy customization.
reinforcement-learning deep-learning tensorflow university-project deep-reinforcement-learning cnn course-project rl convolutional-neural-networks atari gymnasium bellman-equation atari-breakout experience-replay gymnasium-environment
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Dec 17, 2025 - Python
🤖 Leverage continuous-time reinforcement learning to optimize asset-liability management and enhance financial decision-making.
python reinforcement-learning deep-reinforcement-learning pytorch policy-gradient portfolio-optimization quantitative-finance numerical-methods optimal-control algorithmic-trading stochastic-differential-equations gymnasium risk-management stochastic-control continuous-time soft-actor-critic asset-liability-management entropy-regularization
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Dec 17, 2025 - Jupyter Notebook
🔋 Optimize battery dispatch using a rainflow-aware DQN that tracks degradation and enhances performance with advanced features for reliable results.
reinforcement-learning time-series trading deep-reinforcement-learning dqn optimization-algorithms gymnasium renewable-energy intraday-trading rainflow rainflow-counting frequency-regulation battery-degradation stable-baselines3 energy-arbitrage powertrade linear-programing battery-energy-storage-systems
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Dec 17, 2025 - Python
Reinforcement Learning Environment with Gymnasium API
python api toml ci numpy pre-commit pygame pytest coverage-testing pip pycharm pylint ruff mypy gymnasium xenon pytest-cov reinforcement-learning-environments pyright
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Dec 17, 2025 - Python
StalkerDroneRL - ROS 2 + Gazebo + Gymnasium + Stable Baselines3
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Dec 17, 2025 - Python
Turned based strategy game with the goal of developing reinforcement learning algorithms
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Dec 17, 2025 - Python
Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, Brax and other environments
python machine-learning reinforcement-learning deep-learning robotics torch multi-agent warp gym flax gymnasium jax isaacsim brax isaaclab
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Dec 16, 2025 - Python
Enables you to convert a PettingZoo environment to a Gym environment while supporting multiple agents (MARL). Gym's default setup doesn't easily support multi-agent environments, but this wrapper resolves that by running each agent in its own process and sharing the environment across those processes.
api adapter wrapper ai artificial-intelligence multi-agent gym rl gridworld gymnasium multi-processing multi-agent-reinforcement-learning marl pettingzoo reinforement-learning
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Dec 16, 2025 - Python
Retro games for Reinforcement Learning
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Dec 16, 2025 - C
A framework for modeling non-stationary Markov decision processes and the key decision making problems in these environments
reinforcement-learning decision-making markov-decision-processes gymnasium decision-making-under-uncertainty non-stationary-environment reinforcement-learning-environments
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Dec 15, 2025 - Python
A Reinforcement Learning agent in Diablo environment
game reinforcement-learning ai supervised-learning rl diablo imitation-learning gymnasium ai-training devilutionx
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Dec 16, 2025 - C++
Multi-drone PX4/ArduPilot ROS2 control of quads and VTOLs, with YOLO, LiDAR, Dockerized Gym simulation, and JetPack deployment
uav drone simulation jetpack px4 multi-agent swarm yolo lidar gazebo quadrotor ardupilot gymnasium ros2 multicopter vtol fixed-wing offboard orin hitl
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Dec 15, 2025 - C++
A collection of robotics simulation environments for reinforcement learning
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Dec 15, 2025 - Python
Go implementation of OpenAI's Gym.
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Dec 15, 2025 - Go
Causal RL Algortihms
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Dec 15, 2025 - Python
Here, I implement Deep Q-Learning (DQN) to train agents on various Gym environments. The project explores reinforcement learning techniques, focusing on value-based learning to solve a wide range of tasks.
machine-learning reinforcement-learning ai deep-learning deep-reinforcement-learning pytorch gym neural-networks gymnasium
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Dec 14, 2025 - Jupyter Notebook
Gymnasium-based Sudoku environment for reinforcement learning research/experiments
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Dec 14, 2025 - Python
Code for Edreate's Deep Reinforcement Learning Course: https://edreate.com/courses/deep-reinforcement-learning/
reinforcement-learning robotics pytorch reinforcement-learning-algorithms gymnasium pytorch-tutorial reinforcement-learning-agent gymnasium-robotics
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Dec 14, 2025 - Jupyter Notebook
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