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udacity /deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms

UpdatedNov 16, 2023
Jupyter Notebook

tensorflow /agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

reinforcement-learning tensorflow dqn multi-armed-bandits bandits contextual-bandits rl-algorithms tf-agents

UpdatedJun 16, 2025
Python

rlworkgroup /garage

A toolkit for reproducible reinforcement learning research.

tensorflow pytorch reproducibility rl-algorithms

UpdatedMay 4, 2023
Python

maro

microsoft /maro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

agent docker finance simulator reinforcement-learning transportation multi-agent raas inventory-management logistics operations-research rl-algorithms citi-bike multi-agent-reinforcement-learning resource-optimization maro

UpdatedApr 24, 2025
Python

LucasAlegre /sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

python machine-learning reinforcement-learning deep-reinforcement-learning gym sumo gymnasium rl-algorithms traffic-signal-control gym-env pettingzoo

UpdatedJul 13, 2025
Python

sichkar-valentyn /Reinforcement_Learning_in_Python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

reinforcement-learning q-learning path-planning rl-agents reinforcement-learning-algorithms sarsa maze-algorithms obstacle-avoidance maze-solver shortest-path rl-playground sarsa-learning sarsa-search rl-emulator rl-environment rl-algorithms rl-experiments rl-qlearning q-learning-vs-sarsa rl-sarsa

UpdatedApr 25, 2022
Python

navneet-nmk /pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

reinforcement-learning deep-learning robotics deep-reinforcement-learning openai-gym pytorch generative-adversarial-network gan openai dqn gym policy-gradient vae ddpg vae-gan variational-autoencoder mujoco mujoco-py experience-replay rl-algorithms

UpdatedJul 14, 2019
Python

LucasAlegre /morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

reinforcement-learning pytorch gym rl multi-objective gymnasium rl-algorithms morl multi-objective-rl mo-gymnasium

UpdatedJul 16, 2025
Python

alibaba /EasyReinforcementLearning

EasyRL: An easy-to-use and comprehensive reinforcement learning package.

UpdatedFeb 25, 2022
Python

RchalYang /torchrl

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

algorithm reinforcement-learning pytorch dqn gym ddpg sac trpo mujoco ppo td3 rl-algorithms policy-agent

UpdatedJul 10, 2022
Python

mtrazzi /rl-book-challenge

self-studying the Sutton & Barto the hard way

reinforcement-learning matplotlib anki rl-algorithms rl-book sutton-barto-book

UpdatedNov 27, 2021
Python

PacktPublishing /Tensorflow-2-Reinforcement-Learning-Cookbook

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

rl-agents stock-trading rl-algorithms train-agents rl-web-app rl-web-service rl-android-app

UpdatedJan 30, 2023
Jupyter Notebook

mail-ecnu /VMAgent

Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.

reinforcement-learning scheduling scheduling-simulator rl-algorithms

UpdatedApr 27, 2023
Python

liuzuxin /cvpo-safe-rl

Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)

reinforcement-learning rl-algorithms safe-reinforcement-learning rl-safety

UpdatedMay 21, 2023
Python

rldotai /rl-algorithms

Reinforcement learning algorithms

algorithm reinforcement-learning reinforcement-learning-algorithms function-approximation rl-algorithms linear-function-approximation

UpdatedFeb 27, 2019
Python

deep-reinforcement-learning

sourcecode369 /deep-reinforcement-learning

Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.

reinforcement-learning deep-learning monte-carlo deep-reinforcement-learning openai-gym q-learning pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming ddqn openai-gym-solutions dueling-dqn pytorch-rl ml-agents rl-algorithms temporal-difference reinforcement-learning-environments

UpdatedJan 16, 2020
Jupyter Notebook

rl-toolkit

markub3327 /rl-toolkit

RL-Toolkit: A Research Framework for Robotics

docker reinforcement-learning deep-learning tensorflow ml openai-gym rl-agents rl sac reverb pybullet rl-algorithms soft-actor-critic tensorflow2 wandb gsde rl-toolkit truncated-quantile-critics

UpdatedJul 14, 2025
Python

Elktrn /Deep-Q-Learning-for-solving-OpenAi-Gym-LunarLander-v2-in-python

reinforcement learning DQN method to solve OpenAi Gym "LunarLander-v2" by usnig a Deep Neuralnetwork

reinforcement-learning openai-gym dqn deep-qnetworks deep-q-learning openai-gym-environments deep-qlearning-algorithm rl-algorithms lunrlanderv2

UpdatedFeb 22, 2025
Jupyter Notebook

spirosrap /Deep-Reinforcement-Learning

Deep Reinforcement Learning - Implementations and Theory: A path to mastery

education reinforcement-learning deep-reinforcement-learning pytorch openai dqn reinforcement-learning-algorithms ddpg ppo a2c rl-algorithms

UpdatedNov 21, 2021
Python

NoakLiu /Awesome-Distributed-RL

A Collection for Distributed Reinforcement Learning Papers

distributed-systems rl reinforcementlearning rl-algorithms efficient-rl distributed-rl rl-systems

UpdatedJun 25, 2025

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