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 4764
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 2727
rlworkgroup / garage
A toolkit for reproducible reinforcement learning research.
pytorch reproducibility rl-algorithms tensorflow
Language:Python 1811
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 814
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 604
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 440
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 353
LucasAlegre / morl-baselines
Multi-Objective Reinforcement Learning algorithms implementations.
rl gym morl multi-objective-rl pytorch rl-algorithms gymnasium reinforcement-learning mo-gymnasium multi-objective
Language:Python 220
alibaba / EasyReinforcementLearning
EasyRL: An easy-to-use and comprehensive reinforcement learning package.
rl-algorithms
Language:Python 196
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 195
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 182
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 181
mail-ecnu / VMAgent
Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.
reinforcement-learning rl-algorithms scheduling scheduling-simulator
Language:Python 75
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 55
rldotai / rl-algorithms
Reinforcement learning algorithms
algorithm function-approximation linear-function-approximation reinforcement-learning reinforcement-learning-algorithms rl-algorithms
Language:Python 40
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 19
rl-toolkit
markub3327 / rl-toolkit
RL-Toolkit: A Research Framework for Robotics
openai-gym tensorflow2 sac reinforcement-learning rl-agents docker gsde rl-algorithms rl-toolkit ml soft-actor-critic wandb rl pybullet reverb truncated-quantile-critics tensorflow deep-learning
Language:Python 17
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
dqn deep-q-learning deep-qlearning-algorithm deep-qnetworks openai-gym openai-gym-environments reinforcement-learning rl-algorithms lunrlanderv2
Language:Jupyter Notebook 13
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 6
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 5
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
reinforcement-learning deep-reinforcement-learning gym actor-critic ppo sac dqn policy-gradient a2c rl-algorithms rl-agents soft-actor-critic proximal-policy-optimization deep-learning
Language:Python 3
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 3
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 python reinforcement-learning rl rl-algorithms testbed
Language:Python 3
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 3
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 3
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 2
claudia-maria-dudau / RL-Poker
Reinforcement learning applied in the game of poker (holdem texas version).
poker-game python3 rl-algorithms
Language:Python 2
ylsung / TetrisBattle-RL
Training RL agent to master Facebook TetrisBattle--PyTorch implementation
rl-algorithms rl tetris-battle
Language:Python 2
aigerimb / RL-Algorithms
This repository contains my implementations of well-known reinforcement learning algorithms for training a single agent. All implementations are done using PyTorch and Python >=3.6.
deep-reinforcement-learning rl-algorithms pytorch
Language:Python 1
amifunny / RL-Notebooks
This is a repository for Coursera Reinforcement Learning Course Notebook ,, these consist of my solutions. Feel Free to take a look , if you are stuck in Course and suggest corrections, if you find any mistake. Also Useful if you are looking for an implementation of RL-Algorithms. ** NOTE THESE NOTEBOOKS DON'T WORK AS THEY DO NOT CONTAIN UTILITY FILES WHICH ARE AVAILABLE ONLY ON COURSERA.
reinforcement-learning coursera-reinforcement-learning assignment-solutions sample-based-learning function-approximation rl-algorithms
Language:Jupyter Notebook 1
pvnieo / beating-atari
Implementation of RL algorithms to beat Atari 2600 games
atari double-dqn dqn pytorch reinforcement-learning rl-algorithms
Language:Python 1
samyuh / feup-iart-ball_sort_puzzle
Reinforcement Learning in Ball Sort Puzzle
python iart rl-algorithms
Language:Python 1
sivashanmugamo / RL
A collection of my completed & 'in progress' works in the Reinforcement Learning domain
reinforcement-learning rl-environment rl-algorithms deterministic-environment stochastic-environment
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.
gym-environments rl-algorithms tensorflow
Language:Jupyter Notebook 1