Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

rl trading

No description or website provided.

✭ 14

python bot agent reinforcement-learning trading openai-gym algo-trading artificial-neural-networks data-manipulation ppo tensorforce market-profile ohlcv-data rl-trading

awesome-machine-learning-robotics

A curated list of resources about Machine Learning for Robotics

✭ 52

machine-learning awesome reinforcement-learning deep-learning robotics deep-reinforcement-learning awesome-list curriculum-learning approximate-inference

alphazero

Board Game Reinforcement Learning using AlphaZero method. including Makhos (Thai Checkers), Reversi, Connect Four, Tic-tac-toe game rules

✭ 24

python reinforcement-learning tensorflow keras tic-tac-toe connect-four reversi othello checkers draughts alphago-zero alphazero

reinforcement learning ppo rnd

Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation

✭ 33

python reinforcement-learning deep-reinforcement-learning pytorch gym frozenlake-v0 proximal-policy-optimization ppo cartpole-v0 lunar-lander random-network-distillation bipedalwalker ppo-rnd frozenlake-not-slippery

cytonRL

reinforcement learning, deep Q-network, double DQN, dueling DQN, prioritized experience replay

✭ 30

Cuda C++reinforcement-learning neural-network gpu atari-games

offline rl

Pytorch implementation of state-of-the-art offline reinforcement learning algorithms.

✭ 20

python reinforcement-learning offline-rl offline-reinforcement

iroko

A platform to test reinforcement learning policies in the datacenter setting.

✭ 55

python c go shell Makefile emulator machine-learning reinforcement-learning tcp network openai-gym congestion-control datacenter traffic-engineering

contextual

Contextual Bandits in R - simulation and evaluation of Multi-Armed Bandit Policies

Street-fighter-A3C-ICM-pytorch

Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike

✭ 149

python reinforcement-learning ai deep-learning icm a3c street-fighter curiosity-driven

yz-ai.github.io

Derin Öğrenme, Bilgisayarlı Görü, Doğal Dil İşleme ve Pekiştirmeli Öğrenme alanlarındaki uygulama, akademik yayınlar, eğitici kaynaklar ve blog yazılarını bulacağınız yapay öğrenme platformu.

✭ 55

javascript SCSS Less HTML CSS python machine-learning reinforcement-learning deep-learning artificial-intelligence yapay-ogrenme

Implicit-Q-Learning

PyTorch implementation of the implicit Q-learning algorithm (IQL)

✭ 27

python reinforcement-learning q-learning iql offline-rl implicit-q-learning batch-rl

ml gallery

This is a master project of some experiments with Neural Networks. Every project here is runnable, visualized and explained clearly.

✭ 18

javascript react natural-language-processing reinforcement-learning computer-vision deep-learning p5 pytorch neural-networks unsupervised-learning visualizations tensorflowjs fastapi chakra-ui

RL-FlappyBird

Using reinforcement learning to train FlappyBird.

✭ 68

java reinforcement-learning deep-learning dqn djl

pytorch-gym

Implementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch

✭ 39

python Jupyter Notebook reinforcement-learning pytorch gym ddpg bullet-gym

frozenlake

Value & Policy Iteration for the frozenlake environment of OpenAI

✭ 16

python Jupyter Notebook reinforcement-learning openai reward policy-iteration value-iteration

ultimate-volleyball

3D RL Volleyball environment built on Unity ML-Agents

✭ 60

C#machine-learning reinforcement-learning ai deep-learning unity unity3d deep-reinforcement-learning neural-networks

DeepCubeA

Code for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.

✭ 92

python C++shell search reinforcement-learning deep-learning deep-reinforcement-learning pytorch rubiks-cube astar-search deepcubea deepcube

No description or website provided.

✭ 79

Jupyter Notebook Classic ASP HTML python reinforcement-learning tensorflow jupyter-notebook

Multiagent-RL

Multiagent reinforcement learning simulation framework - Undergraduate thesis in Mechatronics Engineering at the University of Brasília

✭ 59

python reinforcement-learning q-learning bayesian-methods multiagent-systems pacman-game

gym-R

An R package providing access to the OpenAI Gym API

✭ 21

r reinforcement-learning openai-gym openai-universe

ZeroSimROSUnity

Robotic simulation in Unity with ROS integration.

LearnSnake

🐍 AI that learns to play Snake using Q-Learning (Reinforcement Learning)

✭ 69

javascript CSS HTML reinforcement-learning q-learning artificial-intelligence snake-game markov-decision-processes

AlphaGo.jl

AlphaGo Zero implementation using Flux.jl

✭ 73

julia flux reinforcement-learning alphago alpha-zero

Flow-Shop-Scheduling-Based-On-Reinforcement-Learning-Algorithm

Operations Research Application Project - Flow Shop Scheduling Based On Reinforcement Learning Algorithm

✭ 73

python reinforcement-learning scheduling q-learning flow-shop

deep-blueberry

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

✭ 17

machine-learning deep-neural-networks reinforcement-learning computer-vision deep-learning machine-learning-algorithms deep-reinforcement-learning recurrent-neural-networks generative-adversarial-network deep-learning-algorithms convolutional-neural-networks deep-learning-tutorial keras-tensorflow variational-autoencoder pytorch-tutorial long-short-term-memory pytorch-implementation

gym-mtsim

A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

✭ 196