reinforcement

There are 11 repositories under reinforcement topic.

opennars / opennars
OpenNARS for Research 3.0+
agi aikr nars reasoning logic ai agent rl learning reinforcement java reasoner semantic graph database realtime inference solver artificial-general-intelligence nal
Language:Java 373
RITCHIEHuang / DeepRL_Algorithms
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
reinforcement reinforcement-learning-algorithms pytorch-implementation deep-reinforcement-learning dqn policygradient ppo trpo mujoco policy-gradient tensorflow2 td3 pytorch-rl soft-actor-critic
Language:Python 307
Alfredvc / paac
Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning
reinforcement learning reinforcement-learning paac machine-learning atari tensorflow open-source
Language:Python 205
cherry
learnables / cherry
A PyTorch Library for Reinforcement Learning Research
rl reinforcement learning reinforcement-learning pytorch
Language:Python 198
akolishchak / doom-net-pytorch
Reinforcement learning models in ViZDoom environment
pytorch vizdoom reinforcement-learning doom agent reinforcement learning ppo mcts doomnet-track1 behavior-tree
Language:Python 130
milanboers / rurel
Flexible, reusable reinforcement learning (Q learning) implementation in Rust
ai learning q reinforcement rust
Language:Rust 127
AI4Finance-Foundation / RLSolver
Solvers for NP-hard and NP-complete problems with an emphasis on high-performance GPU computing.
gpu-acceleration learning massively-parallel optimization reinforcement solver
Language:Python 111
bark-ml
bark-simulator / bark-ml
Gym environments and agents for autonomous driving.
reinforcement agents reinforcement-learning-environments gym-environments openai-gym autonomous-driving
Language:Python 90
jiseongHAN / Super-Mario-RL
🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄
dqn dueling-dqn mario pytorch reinforcement reinforcement-learning super-mario supermario
Language:Python 80
Nth-iteration-labs / contextual
Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies
contextual bandit simulation statistics multi-armed cmab contextual-bandits bandit-learning bandit-experiments reinforcement-learning reinforcement exploitation exploration evaluation machine-learning multi-armed-bandit contextual-bandit-policies cran offline-bandit multi-armed-bandits
Language:R 79
wanyao1992 / code_summarization_public
source code for 'Improving automatic source code summarization via deep reinforcement learning'
ast code comment-generation deep-reinforcement-learning pytorch reinforcement summarization tree-structure
Language:Python 74
lucylow / Deep-Learning-Mahjong---
Reinforcement learning (RL) implementation of imperfect information game Mahjong using markov decision processes to predict future game states
mahjong deep-learning-mahjong battle-mahjong deep-neural-network reinforcement-learning game-play supervised-learning supervised-machine-learning reinforcement computer-vision nlp game-development game-theory markov-chain markov-model softmax tensorflow reactjs deep-q-network npc-generator
Language:JavaScript 73
BardOfCodes / DRL_in_CV
A course on Deep Reinforcement Learning in Computer Vision. Visit Website:
reinforcement computer-vision deep-reinforcement-learning course-materials policy-gradient q-learning temporal-differencing-learning
Language:HTML 62
bsl546 / energym
Energym is an open source building simulation library designed to test climate control and energy management strategies on buildings in a systematic and reproducible way.
building control mpc reinforcement learning energyplus modelica energy-management-strategies benchmarking control-algorithms energym
Language:Python 60
d3sm0 / gym_pomdp
Gym-like extensions for POMDP
gym learning pomdp reinforcement rl
Language:Python 55
FreeCAD-Reinforcement
amrit3701 / FreeCAD-Reinforcement
Reinforcement Workbench for FreeCAD
freecad rebar addon reinforcement structural bim hacktoberfest
Language:Python 48
ktzsh / autonomous_drone_for_tracking
Autonomous Drone for Object Tracking
reinforcement reinforcement-learning self-driving drones multirotor uavs object-tracking tracking airsim keras tensorflow dqn simulator
Language:Python 46
orrivlin / MountainCar_DQN_RND
Playing Mountain-Car without reward engineering, by combining DQN and Random Network Distillation (RND)
reinforcement deep learning
Language:Python 39
mvrahden / reinforce-js
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
reinforcement-learning typescript npm deep-q-network deterministic-policy-gradients neural-network solver temporal-differencing-learning deepmind dqn-solver learning-agents reinforce-js reinforcement deep-reinforcement-learning dqn deep-learning td-solver machine-learning-solver artificial-intelligence ai
Language:TypeScript 30
A-Raafat / Torcs---Reinforcement-Learning-using-Q-Learning
Lane keeping assistant using Reinforcement learning
learning reinforcement-learning rl reinforcement q q-learning lane-keeping lane-keeping-assistant torcs torcs-rl torcs-client
Language:Python 27
srama2512 / sidekicks
Sidekick Policy Learning for Active Visual Exploration (ECCV 2018)
visual exploration reinforcement learning
Language:Python 25
dp770 / aws_deepracer_worksheet
Worksheet and Utilities for AWS DeepRacer – one of the most exciting ways of building strong skills in reinforcement learning and through a hands-on approach. This repository offers: 1) Functionally-rich and flexible reward function 2) Utilities with Jupiter notes for Racing Line calculation and visualisation of track 3) Scripts to parse RoboMaker training and evaluation logs to CSV file 4) Sample Excel file for car behaviour analysis as well as designing and planning new reward curves 5) Coordinates and AWS DeepRacer tracks and images.
aws deepracer worksheet utilities track reward function jupiter notes racing line scripts coordinates excel reinforcement-learning reinforcement learning hands-on
Language:Python 22
gsychi / 64CrazyhouseDeepLearning
A deep learning Crazyhouse chess program that uses a Monte Carlo Tree Search (MCTS) based evaluation system and reinforcement to enhance its play style.
neural-network game network-architecture reinforcement supervised-learning reinforcement-learning
Language:Python 18
flying-cavalry
rlturkiye / flying-cavalry
Flying Cavalry Project - Ucan Kavalye Projesi
reinforcement learning reinforcement-learning deep-learning ai path-planning motion-planning yapay-zeka derin-ogrenme
Language:Python 15
comeh / DeepLearningForMDPs
Some codes used for the numerical examples proposed in https://arxiv.org/abs/1812.05916
neural-networks quantization reinforcement tensorflow
Language:Python 14
kekmodel / gym-tictactoe-zero
Tic Tac Toe with Alpha Zero method - My first work
gym openai mcts tictactoe reinforcement alphago alphago-zero alphazero
Language:Python 14
calclavia / rl
Reinforcement learning algorithms implemented using Keras and OpenAI Gym
deep learning reinforcement
Language:Python 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
CSKrishna / Optimal-bidding-policy-using-Policy-Gradient-in-a-Multi-agent-Contextual-Bandit-setting
We use policy gradient to help agents learn optimal policies in a competitive multi-agent contextual bandit setting
multi-agent reinforcement learning policy gradient contextual bandit
Language:Jupyter Notebook 10
heracleia / pyrdmp
Python Library for Dynamic Movement Primitives with Reinforcement Learning
dmps dynamic learning movement primitives reinforcement rl robotics
Language:Python 10
Wanghailin2019 / Learing-DRL-by-PyTorch-cookbook
本书作者是来自日本的Yutaro Ogawa(小川熊太郎），作者的github上源码是日文注释的，这个repository把它翻译成中文
reinforcement learning-by-doing
Language:Jupyter Notebook 10
Xingtao / ReinforceLearningIntro
Reinforcement Learning Introduction - Selected Exercise Solutions & Experiment Code
reinforcement learning exercise code solutions sutton reinforcement-learning
Language:Haskell 10
Beshario / DRL-Robotics-Arm
Robotic Arm learns to approach objects using Deep Reinforcement Learning
drl reinforcement-learning deep reinforcement learning agent reward-functions robot-arm-touch episodes
Language:C++ 9
CarsonScott / Dual-Process-Reinforcement
An intelligent agent that adaptively changes its thought processes to maximize cumulative reward
artificial-intelligence machine-learning reinforcement-learning intelligent-systems intelligent-agent unsupervised-learning decision-making problem-solving agent thought reward state-machine reinforcement algorithm
9
frankilepro / blokus_ai
Rainbow to solve blokus gym env
rl rainbow blokus reinforcement learning deep
Language:Python 7
MrShininnnnn / SARSA-Frozen-Lake
An implementation of a SARSA agent to learn policies in the Frozen Lake environment from OpenAI gym.
openai-gym reinforcement-learning reinforcement learning frozenlake frozen lake sarsa
Language:Jupyter Notebook 7

reinforcement

opennars / opennars

RITCHIEHuang / DeepRL_Algorithms

Alfredvc / paac

learnables / cherry

akolishchak / doom-net-pytorch

milanboers / rurel

AI4Finance-Foundation / RLSolver

bark-simulator / bark-ml

jiseongHAN / Super-Mario-RL

Nth-iteration-labs / contextual

wanyao1992 / code_summarization_public

lucylow / Deep-Learning-Mahjong---

BardOfCodes / DRL_in_CV

bsl546 / energym

d3sm0 / gym_pomdp

amrit3701 / FreeCAD-Reinforcement

ktzsh / autonomous_drone_for_tracking

orrivlin / MountainCar_DQN_RND

mvrahden / reinforce-js

A-Raafat / Torcs---Reinforcement-Learning-using-Q-Learning

srama2512 / sidekicks

dp770 / aws_deepracer_worksheet

gsychi / 64CrazyhouseDeepLearning

rlturkiye / flying-cavalry

comeh / DeepLearningForMDPs

kekmodel / gym-tictactoe-zero

calclavia / rl

sohamghosh121 / PacmanGym

CSKrishna / Optimal-bidding-policy-using-Policy-Gradient-in-a-Multi-agent-Contextual-Bandit-setting

heracleia / pyrdmp

Wanghailin2019 / Learing-DRL-by-PyTorch-cookbook

Xingtao / ReinforceLearningIntro

Beshario / DRL-Robotics-Arm

CarsonScott / Dual-Process-Reinforcement

frankilepro / blokus_ai

MrShininnnnn / SARSA-Frozen-Lake