DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms reinforcement trpo mujoco pytorch-rl ppo td3 pytorch-implementation soft-actor-critic tensorflow2 policygradient

Updated Mar 25, 2023
Python

YuvrajSingh-mist / NeatRL

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Repository of implementations of classic and sota rl algorithms from scratch in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning reinforcement-learning-algorithms reinforcement reinforcement-learning-environments

Updated Aug 3, 2026
Python

Alfredvc / paac

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Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning

learning open-source machine-learning reinforcement-learning tensorflow showcase atari reinforcement paac

Updated Jun 3, 2017
Python

learnables / cherry

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A PyTorch Library for Reinforcement Learning Research

learning reinforcement-learning pytorch rl reinforcement

Updated Jun 22, 2025
Python

AI4Finance-Foundation / RLSolver

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Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.

learning optimization solver gpu-acceleration reinforcement massively-parallel

Updated Jun 20, 2025
Python

milanboers / rurel

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Flexible, reusable reinforcement learning (Q learning) implementation in Rust

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Updated Jun 25, 2024
Rust

jiseongHAN / Super-Mario-RL

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🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄

super-mario mario reinforcement-learning pytorch dqn reinforcement dueling-dqn ppo supermario

Updated May 20, 2025
Python

akolishchak / doom-net-pytorch

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Reinforcement learning models in ViZDoom environment

agent learning reinforcement-learning pytorch doom behavior-tree mcts vizdoom reinforcement ppo doomnet-track1

Updated Mar 9, 2022
Python

bark-simulator / bark-ml

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Gym environments and agents for autonomous driving.

openai-gym autonomous-driving reinforcement agents gym-environments reinforcement-learning-environments

Updated Jan 25, 2024
Python

lucylow / Deep-Learning-Mahjong---

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Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states https://github.com/lucylow/MahjongArenaMobileAppDesign

Updated Aug 24, 2022
JavaScript

bsl546 / energym

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Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in a systematic and reproducible way.