rl-algorithms

There are 1 repository under rl-algorithms topic.

udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms
Language:Jupyter Notebook 5118
tensorflow / agents
TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
bandits contextual-bandits dqn multi-armed-bandits reinforcement-learning rl-algorithms tensorflow tf-agents
Language:Python 2968
rlworkgroup / garage
A toolkit for reproducible reinforcement learning research.
pytorch reproducibility rl-algorithms tensorflow
Language:Python 2047
LucasAlegre / sumo-rl
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
sumo rl-algorithms reinforcement-learning gym traffic-signal-control gym-env pettingzoo machine-learning deep-reinforcement-learning python gymnasium
Language:Python 942
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.
reinforcement-learning multi-agent-reinforcement-learning multi-agent simulator resource-optimization operations-research citi-bike inventory-management logistics raas rl-algorithms maro agent docker finance transportation
Language:Python 900
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-qlearning reinforcement-learning-algorithms maze-algorithms sarsa-learning rl-algorithms sarsa sarsa-search q-learning-vs-sarsa shortest-path maze-solver rl-sarsa rl-agents rl-environment rl-playground rl-experiments rl-emulator obstacle-avoidance
Language:Python 495
navneet-nmk / pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
dqn reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym ddpg rl-algorithms openai openai-gym robotics experience-replay mujoco mujoco-py policy-gradient gan generative-adversarial-network vae vae-gan variational-autoencoder
Language:Python 452
LucasAlegre / morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
gym gymnasium mo-gymnasium morl multi-objective multi-objective-rl pytorch reinforcement-learning rl rl-algorithms
Language:Python 450
alibaba / EasyReinforcementLearning
EasyRL: An easy-to-use and comprehensive reinforcement learning package.
rl-algorithms
Language:Python 247
RchalYang / torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
pytorch sac ddpg policy-agent algorithm reinforcement-learning dqn td3 ppo trpo rl-algorithms mujoco gym
Language:Python 229
mtrazzi / rl-book-challenge
self-studying the Sutton & Barto the hard way
reinforcement-learning rl-book anki rl-algorithms matplotlib sutton-barto-book
Language:Python 202
PacktPublishing / Tensorflow-2-Reinforcement-Learning-Cookbook
Tensorflow 2 Reinforcement Learning Cookbook, published by Packt
rl-agents rl-algorithms train-agents stock-trading rl-web-app rl-web-service rl-android-app
Language:Jupyter Notebook 197
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
Language:Python 95
liuzuxin / cvpo-safe-rl
Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)
reinforcement-learning rl-algorithms rl-safety safe-reinforcement-learning
Language:Python 81
rldotai / rl-algorithms
Reinforcement learning algorithms
reinforcement-learning-algorithms reinforcement-learning algorithm rl-algorithms linear-function-approximation function-approximation
Language:Python 41
deep-reinforcement-learning
sourcecode369 / deep-reinforcement-learning
Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks deep-learning pytorch pytorch-rl dynamic-programming monte-carlo temporal-difference q-learning openai-gym openai-gym-solutions rl-algorithms ddqn dueling-dqn reinforcement-learning-environments ml-agents dqn
Language:Jupyter Notebook 23
rl-toolkit
markub3327 / rl-toolkit
RL-Toolkit: A Research Framework for Robotics
deep-learning docker gsde ml openai-gym pybullet reinforcement-learning reverb rl rl-agents rl-algorithms rl-toolkit sac soft-actor-critic tensorflow tensorflow2 truncated-quantile-critics wandb
Language:Python 21
NoakLiu / Awesome-Distributed-RL
A Collection for Distributed Reinforcement Learning Papers
distributed-systems reinforcementlearning distributed-rl efficient-rl rl rl-algorithms rl-systems
15
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
dqn deep-q-learning deep-qlearning-algorithm deep-qnetworks openai-gym openai-gym-environments reinforcement-learning rl-algorithms lunrlanderv2
Language:Jupyter Notebook 12
spirosrap / Deep-Reinforcement-Learning
Deep Reinforcement Learning - Implementations and Theory: A path to mastery
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms pytorch ddpg a2c ppo dqn rl-algorithms openai education
Language:Python 11
addy1997 / RL-Algorithms
This repository has RL algorithms implemented using python
sarsa q-learning q-learning-vs-sarsa expected-sarsa double-sarsa epsilon-greedy-exploration double-expected-sarsa gradient-bandits monte-carlo-methods hacktoberfest2020 hacktoberfest rl-algorithms reinforcement-learning
Language:Jupyter Notebook 7
giuliapuntoit / RL-tcp-toycase
Toy case for learning through Reinforcement Learning algorithms how to establish TCP connections.
rl-algorithms sarsa tcp qlearning rl reinforcement-learning
Language:Python 6
Nathan-Bernardo / RCPS-Safety-Guidance
Safe Reinforce Learning -> Constraint algorithms to train agents in Safety Gym, paper notes on research papers regarding RL with constraints + optimizer + neural networks, PyTorch implementation on policy gradient algorithms
reinforcement-learning safety-gym policy-gradient openai-gym rl-algorithms
Language:Python 6
SmartData-Polito / RL-IoT
Reinforcement Learning framework for learning IoT interactions.
reinforcement-learning yeelight q-learning sarsa iot-protocols iot-device rl-algorithms rl
Language:Python 5
wacky-rl
maik97 / wacky-rl
Custom Reinforcement Learning Agents
a2c actor-critic deep-learning deep-reinforcement-learning dqn gym policy-gradient ppo proximal-policy-optimization reinforcement-learning rl-agents rl-algorithms sac soft-actor-critic
Language:Python 4
MinAtar-Faster
rlai-lab / MinAtar-Faster
Optimized version of the MinAtar (testbed for AI agents) codebase along with benchmarks for standard Reinforcement Learning agents on various environments.
minatar openai-gym reinforcement-learning python rl-algorithms rl testbed
Language:Python 4
zyxue / rljs
RLjs currently serves as an interactive playground for learning reinforcement learning.
reinfrocement-learning value-iteration policy-iteration q-learning rl-algorithms agent algorithm react
Language:JavaScript 4
andrewli77 / combinatorial-rl-tasks
Tasks with combinatorial structure embedded in MuJoCo robotics environments.
hierarchical-reinforcement-learning reinforcement-learning reinforcement-learning-environments rl rl-algorithms rl-envs
Language:Python 3
claudia-maria-dudau / RL-Poker
Reinforcement learning applied in the game of poker (holdem texas version).
rl-algorithms python3 poker-game
Language:Python 3
Kenenshinasu143 / agents
Build and deploy AI Agents on Cloudflare
agents bandits chatgpt contextual-bandits dqn langchain large-language-models machine-learning mcp monitoring rag real-time rl-algorithms tensorflow
Language:TypeScript 2
pvnieo / beating-atari
Implementation of RL algorithms to beat Atari 2600 games
reinforcement-learning rl-algorithms dqn double-dqn atari pytorch
Language:Python 2
ylsung / TetrisBattle-RL
Training RL agent to master Facebook TetrisBattle--PyTorch implementation
rl-algorithms rl tetris-battle
Language:Python 2
GerTheMessiah / Snake-AI
Short own implementation of the game snake. In this project I'am using the ray library together with ray tune and a custom PPO model.
ppo ppo-pytorch ppo-agent ray snake tune reinforcement-learning rl-algorithms rl-lib
Language:Python 1
samyuh / feup-iart-ball_sort_puzzle
Reinforcement Learning in Ball Sort Puzzle
python iart rl-algorithms
Language:Python 1
vintel38 / DeepRL
Implémentations d'apprentissage par renforcement mixées avec des techniques de Deep Learning sur des environnements OpenAI Gym
environnement rl-algorithms deep-learning deep-reinforcement-learning deep-q-learning actor-critic
Language:Jupyter Notebook 1
vstark21 / RL_gym
Implementing different reinforcement learning algorithms on different gym environments and comparing results.
rl-algorithms gym-environments tensorflow
Language:Jupyter Notebook 1

rl-algorithms

udacity / deep-reinforcement-learning

tensorflow / agents

rlworkgroup / garage

LucasAlegre / sumo-rl

microsoft / maro

sichkar-valentyn / Reinforcement_Learning_in_Python

navneet-nmk / pytorch-rl

LucasAlegre / morl-baselines

alibaba / EasyReinforcementLearning

RchalYang / torchrl

mtrazzi / rl-book-challenge

PacktPublishing / Tensorflow-2-Reinforcement-Learning-Cookbook

mail-ecnu / VMAgent

liuzuxin / cvpo-safe-rl

rldotai / rl-algorithms

sourcecode369 / deep-reinforcement-learning

markub3327 / rl-toolkit

NoakLiu / Awesome-Distributed-RL

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

spirosrap / Deep-Reinforcement-Learning

addy1997 / RL-Algorithms

giuliapuntoit / RL-tcp-toycase

Nathan-Bernardo / RCPS-Safety-Guidance

SmartData-Polito / RL-IoT

maik97 / wacky-rl

rlai-lab / MinAtar-Faster

zyxue / rljs

andrewli77 / combinatorial-rl-tasks

claudia-maria-dudau / RL-Poker

Kenenshinasu143 / agents

pvnieo / beating-atari

ylsung / TetrisBattle-RL

GerTheMessiah / Snake-AI

samyuh / feup-iart-ball_sort_puzzle

vintel38 / DeepRL

vstark21 / RL_gym