reinforcementlearning

There are 7 repositories under reinforcementlearning topic.

ljpzzz / machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
algorithms machinelearning reinforcementlearning scikit-learn
Language:Jupyter Notebook 8152
salesforce / CodeRL
This is the official code for the paper CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning (NeurIPS22).
ai codegeneration languagemodel machinelearning programsynthesis reinforcementlearning
Language:Python 481
gold
aunum / gold
Reinforcement Learning in Go
go golang machine-learning reinforcement-learning reinforcementlearning
Language:Go 337
wwxFromTju / awesome-reinforcement-learning-lib
GitHub's code repository is all you need
reinforcement-learning reinforcement-learning-algorithms reinforcementlearning
297
linker81 / Reinforcement-Learning-CheatSheet
Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)
reinforcement-learning reinforcementlearning cheatsheet sutton-barto-book rl artificial-intelligence reinforcement-learning-algorithms
Language:TeX 44
NoteDance / Note
Easily implement parallel training and distributed training. Machine learning library. Note.neuralnetwork.tf package include Llama2, Llama3, Gemma, CLIP, ViT, ConvNeXt, BEiT, Swin Transformer, Segformer, etc, these models built with Note are compatible with TensorFlow and can be trained with TensorFlow.
ml python machine-learning deep-learning neural-network dl reinforcement-learning deep-reinforcement-learning rl drl pytorch tensorflow deeplearning machinelearning reinforcementlearning neuralnetwork parallel-training deepreinforcementlearning distributed-training artificial-intelligence
Language:Python 42
JaswanthBadvelu / Reinforcement-Learning-CVRP
Dynamic Attention Encoder-Decoder model to learn and design heuristics to solve capacitated vehicle routing problems
reinforcementlearning cvrp policy-gradient savings-algorithm
Language:Jupyter Notebook 39
ugurkanates / NeurIRS2019DroneChallengeRL
Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones
reinforcementlearning deeplearning pathplanning drones autonomous autonomousdrones drl ppo
Language:Python 36
kishorkukreja / SupplyChainv0_gym
Reinforcement Learning for Optimal inventory policy
deep-learning dqn-pytorch inventory-management network optimal-control policy ppo python reinforcementlearning supplychain
Language:Python 21
roboserg / rl
Reinforcement Learning material
deep-learning deep-reinforcement-learning machine-learning openai reinforcement-learning reinforcementlearning rl
21
Martyn0324 / Hakisa
Serpent's Awesome, but, unfortunately, it's too expensive. Let's see what we can do about that
reinforcementlearning
Language:Jupyter Notebook 18
nslyubaykin / relax
ReLAx - Reinforcement Learning Applications Library
ppo policy-gradients reinforcementlearning dqn trpo categorical-dqn ddpg td3 sac dyna-q mbpo model-based-rl n-step-bootstrapping rainbow-dqn
Language:Python 16
BlueRiverTech / quanser-openai-driver
OpenAI Gym wrapper for the Quanser Qube and Quanser Aero
control-systems deep-learning deeplearning machine-learning openai-gym openai-gym-environment openai-gym-environments openai-universe reinforcement-learning reinforcement-learning-playground reinforcementlearning robotics robotics-control
Language:Python 14
Improbable-AI / harness-offline-rl
Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting
offlinerl reinforcementlearning rl
Language:Python 14
ikeyasu / docker-reinforcement-learning
docker image for reinforcement learning including Open AI roboschool
docker-image robo roboschool reinforcementlearning
Language:Dockerfile 13
sohamghosh121 / PacmanGym
Open AI Gym version of Berkeley AI Pacman with images as states
reinforcement learning rl reinforcementlearning openai gym berkeley pacman
Language:Python 13
niektuytel / Machine_Learning
Learning the topic Machine learning, with sample code.
deeplearning machine-learning python pytorch reinforcementlearning supervisedlearning tensorflow2 unsupervisedlearning
Language:Python 7
NathanKlineInstitute / SMARTAgent
computationalneuroscience neuronalnetwork reinforcementlearning video-games
Language:Python 6
ialexmp / AI-Pacman-Projects
Explore foundational AI concepts through the Pac-Man projects, designed for UC Berkeley's CS 188 course. Implement search algorithms, multi-agent strategies, and reinforcement learning techniques in Python, emphasizing real-world applications. Engage in the Eutopia Pac-Man contest for a multiplayer capture-the-flag challenge
ai-projects cs188 eutopiacontest gameai multiagent pacman pacman-agent pacman-game pacman-projects pythonai reinforcementlearning searchalgorithms ucberkeley
Language:Python 4
MohammadAsadolahi / Reinforcement-Learning-solving-a-simple-4by4-Gridworld-using-Monte-Carlo-in-python
solving a simple 4*4 Gridworld almost similar to openAI gym frozenlake using Monte-Carlo method Reinforcement Learning
reinforcement-learning reinforcement-learning-algorithms monte-carlo monte-carlo-methods monte-carlo-sampling frozenlake reinforcementlearning
Language:Jupyter Notebook 4
LIANGQINGYUAN / RL-Notebook
Reinforcement learning (RL) Notes and Notebooks.
tf-agents reinforcement-learning tensorflow2 tutorial notes reinforcementlearning
Language:Jupyter Notebook 3
MohammadMoradpoor / MountainCarRL
🏔️🚗 Welcome to RLMountainHub! Our repository is dedicated to conquering the Mountain Car problem using advanced reinforcement learning techniques. 🧠🚀
artificialintelligence datascience deeplearning gym gym-environment machinelearning mountaincar python reinforcementlearning
Language:Jupyter Notebook 3
carinaschmidt / ralmis
Code for the paper "Reinforced Active Learning for Image Segmentation", adapted to the medical domain for 3D anatomical and pathological segmentation.
activelearning reinforcementlearning medicalimageanalysis imagesegmentation semanticsegmentation
Language:Jupyter Notebook 2
computableai / computableai.github.io
The Computable AI Blog
machinelearning python reinforcementlearning neuralnetworks pytorch jupyter binder learning artificialintelligence ai
Language:Jupyter Notebook 2
kjanjua26 / annotated-papers
This repository contains all the papers which I read and annotate. The papers are mostly RL focused, however, expect some deviations.
annotated-research-papers annotations deep-learning deep-reinforcement-learning machine-learning reinforcement-learning reinforcementlearning research-paper rl-generalization rl-theory-papers
2
manvimadandotai / Ads-Optimisation
This repository contains the implementation of reinforcement learning algorithm, UCB to optimize the selection of ad to maximise the gains of the company.
100daysofmlcode python3 reinforcement-learning-algorithms reinforcementlearning
Language:Python 2
abishekChouhan / AI-Snake
Reinforcement Learning Snake Game
reinforcement-learning-snake-game reinforcement-learning cnn cnn-keras reinforcementlearning convolutional-neural-networks ai-game
Language:Python 1
anarchy1923 / Droidrush-A-Three-Dimensional-Reinforcement-Learning-Flight-Adversarial-Simulation
The following is my submission for the Seventh Semester Project II. It incorporates Reinforcement Learning to Create an Adversarial Flight Simulation in Unity
deep-neural-networks deep-reinforcement-learning reinforcementlearning
Language:ASP.NET 1
bmenendez / deeprl-collab-compete
Repository for exploring collaboration-competition (playing tennis) through Deep Reinforcement Learning algorithms.
deeplearning reinforcementlearning
Language:Jupyter Notebook 1
feynmanma7 / machine_learning
machine learning
deeplearning machinelearning reinforcementlearning
Language:Python 1
gibbsbravo / 20_Questions
Developed reinforcement learning agent to play 20 Questions
reinforcement-learning reinforcement-learning-environments reinforcement-learning-agent reinforcementlearning 20questions deep-reinforcement-learning
Language:Jupyter Notebook 1
Jumalita / Unity_MLAgents-ShootAndDodge
This is a ML Unity project that works with ML agents RL to train a flying-trigger enemy NPC.
mlagents ia unity2d unity reinforcementlearning
Language:C# 1
omkarchittar / manipulator_control_DDPG
Controlling a 7 DOF manipulator from the panda gym reacher environment using DDPG
ddpg ddpg-algorithm deep-reinforcement-learning manipulator-control reacher-environment reinforcement-learning reinforcementlearning robot-arm robotics-simulation td3
Language:Python 1
proxymallick / EM-Guided-Policy-Search
Sample efficient learning using expectation maximization
control-systems expectation-maximization-algorithm reinforcementlearning
Language:Python 1
Pruthvi3108 / Cartpole-googlecolab
Re-Implementation of already existing repository
googlecolab reinforcementlearning machinelearning sampleexample
Language:Python 1
sathishkc / Simple-ReinforcementLearning-QTable
Simple Reinforcement Learning using Q tables. Train an agent to move to destination
reinforcement-learning qlearning qtable rl-qtable tkinter python3 reinforcement-learning-algorithms reinforcement-learning-environments reinforcement-learning-excercises reinforcement-learning-playground reinforcementlearning reinforcement-learning-agent numpy pandas
Language:Python 1

reinforcementlearning

ljpzzz / machinelearning

salesforce / CodeRL

aunum / gold

wwxFromTju / awesome-reinforcement-learning-lib

linker81 / Reinforcement-Learning-CheatSheet

NoteDance / Note

JaswanthBadvelu / Reinforcement-Learning-CVRP

ugurkanates / NeurIRS2019DroneChallengeRL

kishorkukreja / SupplyChainv0_gym

roboserg / rl

Martyn0324 / Hakisa

nslyubaykin / relax

BlueRiverTech / quanser-openai-driver

Improbable-AI / harness-offline-rl

ikeyasu / docker-reinforcement-learning

sohamghosh121 / PacmanGym

niektuytel / Machine_Learning

NathanKlineInstitute / SMARTAgent

ialexmp / AI-Pacman-Projects

MohammadAsadolahi / Reinforcement-Learning-solving-a-simple-4by4-Gridworld-using-Monte-Carlo-in-python

LIANGQINGYUAN / RL-Notebook

MohammadMoradpoor / MountainCarRL

carinaschmidt / ralmis

computableai / computableai.github.io

kjanjua26 / annotated-papers

manvimadandotai / Ads-Optimisation

abishekChouhan / AI-Snake

anarchy1923 / Droidrush-A-Three-Dimensional-Reinforcement-Learning-Flight-Adversarial-Simulation

bmenendez / deeprl-collab-compete

feynmanma7 / machine_learning

gibbsbravo / 20_Questions

Jumalita / Unity_MLAgents-ShootAndDodge

omkarchittar / manipulator_control_DDPG

proxymallick / EM-Guided-Policy-Search

Pruthvi3108 / Cartpole-googlecolab

sathishkc / Simple-ReinforcementLearning-QTable