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rl-algorithms

Here are 43 public repositories matching this topic...

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

Updated Nov 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

Updated Oct 9, 2024
Python

rlworkgroup / garage

A toolkit for reproducible reinforcement learning research.

tensorflow pytorch reproducibility rl-algorithms

Updated May 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

Updated Feb 23, 2024
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

Updated Sep 4, 2024
Python

navneet-nmk / pytorch-rl

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

Updated Jul 14, 2019
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

Updated Apr 25, 2022
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

Updated Oct 31, 2024
Python

alibaba / EasyReinforcementLearning

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

Updated Feb 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

Updated Jul 10, 2022
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

Updated Jan 30, 2023
Jupyter Notebook

mtrazzi / rl-book-challenge

self-studying the Sutton & Barto the hard way

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

Updated Nov 27, 2021
Python

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

Updated Apr 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

Updated May 21, 2023
Python

rldotai / rl-algorithms

Reinforcement learning algorithms

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

Updated Feb 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

Updated Jan 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

Updated Mar 19, 2024
Python

MohammadAsadolahi / 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

Updated May 18, 2022
Jupyter Notebook

addy1997 / RL-Algorithms

This repository has RL algorithms implemented using python

reinforcement-learning q-learning sarsa hacktoberfest expected-sarsa monte-carlo-methods rl-algorithms q-learning-vs-sarsa hacktoberfest2020 epsilon-greedy-exploration double-sarsa double-expected-sarsa gradient-bandits

Updated Oct 18, 2020
Jupyter Notebook

SmartData-Polito / RL-IoT

Reinforcement Learning framework for learning IoT interactions.

reinforcement-learning yeelight q-learning sarsa rl iot-protocols iot-device rl-algorithms

Updated Oct 1, 2021
Python

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