reinforcementlearning

There are 7 repositories under reinforcementlearning topic.

ljpzzz / machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
machinelearning algorithms scikit-learn reinforcementlearning
Language:Jupyter Notebook 8646
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 551
wwxFromTju / awesome-reinforcement-learning-lib
GitHub's code repository is all you need
reinforcement-learning reinforcement-learning-algorithms reinforcementlearning
355
gold
aunum / gold
Reinforcement Learning in Go
reinforcement-learning golang reinforcementlearning go machine-learning
Language:Go 352
NoteDance / Note
Machine learning library, Distributed training, Deep learning, Reinforcement learning, Models, TensorFlow, PyTorch
artificial-intelligence deep-learning deep-reinforcement-learning deeplearning deepreinforcementlearning distributed-training dl drl machine-learning machine-learning-library machinelearning ml neural-network neuralnetwork parallel-training pytorch reinforcement-learning reinforcementlearning rl tensorflow
Language:Python 69
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 58
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 48
ugurkanates / NeurIRS2019DroneChallengeRL
Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones
reinforcementlearning deeplearning pathplanning drones autonomous autonomousdrones drl ppo
Language:Python 47
kishorkukreja / SupplyChainv0_gym
Reinforcement Learning for Optimal inventory policy
reinforcementlearning inventory-management supplychain python network optimal-control policy ppo deep-learning dqn-pytorch
Language:Python 33
roboserg / rl
Reinforcement Learning material
rl reinforcement-learning reinforcementlearning machine-learning deep-learning deep-reinforcement-learning openai
24
Martyn0324 / Hakisa
Serpent's Awesome, but, unfortunately, it's too expensive. Let's see what we can do about that
reinforcementlearning
Language:Jupyter Notebook 22
Improbable-AI / harness-offline-rl
Official implementation of Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Reweighting
offlinerl reinforcementlearning rl
Language:Python 17
BlueRiverTech / quanser-openai-driver
OpenAI Gym wrapper for the Quanser Qube and Quanser Aero
openai-gym machine-learning reinforcement-learning reinforcement-learning-playground deep-learning deeplearning openai-gym-environments openai-gym-environment openai-universe robotics robotics-control control-systems reinforcementlearning
Language:Python 16
NoakLiu / Awesome-Distributed-RL
A Collection for Distributed Reinforcement Learning Papers
distributed-systems reinforcementlearning distributed-rl efficient-rl rl rl-algorithms rl-systems
15
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 15
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.
machine-learning deeplearning reinforcementlearning supervisedlearning unsupervisedlearning tensorflow2 pytorch python
Language:Python 10
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 8
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 gameai multiagent pacman pacman-agent pacman-game pacman-projects pythonai reinforcementlearning ucberkeley eutopiacontest searchalgorithms
Language:Python 7
NathanKlineInstitute / SMARTAgent
computationalneuroscience reinforcementlearning neuronalnetwork video-games
Language:Python 6
paulo101977 / xemu-libretro
A fork of Xemu with the goal of creating a libretro core for Reinforcement Learning and RetroArch
ai libretro machinelearning reinforcement reinforcementlearning retroarch xemu libretrocore
Language:C 5
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 4
EfekanSalman / NeuroConscious
NeuroConscious: A biologically inspired, modular artificial consciousness engine. It simulates autonomous agents interacting in dynamic virtual worlds with internal states, emotions, memory (episodic, semantic, procedural), goal hierarchies, and learning (DQN) systems. An extensible testbed for artificial life and cognitive modeling research.
ai artificialintelligence cognitivearchitecture computationalneuroscience conscious-ai consciousness consciousness-and-neuroscience deepqnetwork dqn machinelearning neuroscience python reinforcementlearning simulation artificiallife behavioralsimulation memorysystems researchproject
Language:Python 4
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 4
Elktrn / 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
frozenlake monte-carlo monte-carlo-methods monte-carlo-sampling reinforcement-learning reinforcement-learning-algorithms reinforcementlearning
Language:Jupyter Notebook 3
LIANGQINGYUAN / RL-Notebook
Reinforcement learning (RL) Notes and Notebooks.
notes reinforcement-learning reinforcementlearning tensorflow2 tf-agents tutorial
Language:Jupyter Notebook 3
MFaizan18 / AlphaQuantTrader
Experience the fusion of finance and artificial intelligence with this cutting-edge project that implements a deep reinforcement learning agent for automated stock trading. Leveraging advanced neural network architectures and a meticulously crafted reward function, the agent learns to make profitable trading decisions in a simulated environment
algorithmic-trading artificialintelligence deeplearning finance financial-markets machinelearning neuralnetworks openaigym python quantitative-finance reinforcementlearning stocktrading tensorflow timeseries-analysis tradingbot
Language:Jupyter Notebook 3
tunglm2203 / sawyer_control
ROS package providing a gym-like interface for the Sawyer Robot at U-AIM Lab
manipulator-robotics reinforcementlearning
Language:Python 3
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 2
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# 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.
machine-learning research-paper annotations annotated-research-papers deep-learning deep-reinforcement-learning reinforcement-learning rl-theory-papers rl-generalization reinforcementlearning
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.
reinforcement-learning-algorithms reinforcementlearning python3 100daysofmlcode
Language:Python 2
proxymallick / EM-Guided-Policy-Search
Sample efficient learning using expectation maximization
control-systems expectation-maximization-algorithm reinforcementlearning
Language:Python 2
vishal815 / Tictactoe_q_learing_ML
Tic-Tac-Toe Q-Learning is a beginner-friendly example of using reinforcement learning.
github-project machine-learning python-project q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-algorithms tic-tac-toe tictactoe-game tictactoe-python vishallazrus q-table reinforcement-learning-environments reinforcementlearning
Language:Jupyter Notebook 2
XiangshengGu / ActionVLM
This project explores the use of large foundational vision-language models in reinforcement learning, where the models function as agents, reward functions, or reward function code generators in unseen environments given a state and a goal.
reinforcementlearning vision-language-models
2

reinforcementlearning

ljpzzz / machinelearning

salesforce / CodeRL

wwxFromTju / awesome-reinforcement-learning-lib

aunum / gold

NoteDance / Note

linker81 / Reinforcement-Learning-CheatSheet

JaswanthBadvelu / Reinforcement-Learning-CVRP

ugurkanates / NeurIRS2019DroneChallengeRL

kishorkukreja / SupplyChainv0_gym

roboserg / rl

Martyn0324 / Hakisa

Improbable-AI / harness-offline-rl

BlueRiverTech / quanser-openai-driver

NoakLiu / Awesome-Distributed-RL

nslyubaykin / relax

ikeyasu / docker-reinforcement-learning

sohamghosh121 / PacmanGym

niektuytel / Machine_Learning

omkarchittar / manipulator_control_DDPG

ialexmp / AI-Pacman-Projects

NathanKlineInstitute / SMARTAgent

paulo101977 / xemu-libretro

carinaschmidt / ralmis

EfekanSalman / NeuroConscious

MohammadMoradpoor / MountainCarRL

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

LIANGQINGYUAN / RL-Notebook

MFaizan18 / AlphaQuantTrader

tunglm2203 / sawyer_control

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

Jumalita / Unity_MLAgents-ShootAndDodge

kjanjua26 / annotated-papers

manvimadandotai / Ads-Optimisation

proxymallick / EM-Guided-Policy-Search

vishal815 / Tictactoe_q_learing_ML

XiangshengGu / ActionVLM