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45 search results found

Deep Reinforcement Learning ⭐ 4,635

Repo for the Deep Reinforcement Learning Nanodegree program

Basic_reinforcement_learning ⭐ 978

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Hands On Reinforcement Learning With Python ⭐ 665

Hands-On Reinforcement Learning with Python, published by Packt

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Rl Portfolio Management ⭐ 417

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

Reco Gym ⭐ 236

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

Reinforcement_learning_ai_video_games ⭐ 169

Code for each week's short video of Siraj Raval Course on Reinforcement Learning "AI for Video Games"

Ctc Executioner ⭐ 97

Master Thesis: Limit order placement with Reinforcement Learning

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Gym_trading ⭐ 89

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

Autonomous Drifting ⭐ 56

Autonomous Drifting using Reinforcement Learning

Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"

Rl_pytorch ⭐ 27

Deep Reinforcement Learning Algorithms Implementation in PyTorch

Atc Reinforcement Learning ⭐ 27

Reinforcement learning for an air traffic control task. OpenAI gym based simulation.

Ml Stock Prediction ⭐ 25

A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.

PyTorch implementation of "Asynchronous advantage actor-critic"

Deeplearninglab ⭐ 18

Python Reinforcement Learning ⭐ 17

Solve complex real-world problems by mastering reinforcement learning algorithms using OpenAI Gym and TensorFlow

Deep_rl_pong_keras ⭐ 16

Deep Reinforcement Learning Policy Gradients Method - Pong game - Keras

Oreillyai Gamebots ⭐ 15

This is the Git repo from the O'Reilly AI Conference, NY for the session "Building Game bots using OpenAI's Gym and Universe".

Cartpole ⭐ 15

Run OpenAI Gym on a Server

Simulation ⭐ 13

Deep Reinforcement Learning Architectures ⭐ 13

Repo containing to-dos and instructions for DRL in POMDPs.jl

Ai Playground ⭐ 13

Unsorted Playground for Machine Learning, Reinforcement Learning and other AI Experiments

Integrated Tensorforce and OpenAI Gym to train SC II game agents.

Rl Workshop ⭐ 11

Deep Reinforcement Learning Workshop - Spring 2018

Explicit Memory ⭐ 10

A machine with human-like memory systems.

Openaigymsolution ⭐ 9

Solutions to OpenAI Gym

S2_reinforcement_learning ⭐ 9

Pytorch implementation of the Deep Deterministic Policy Gradients Algorithm for Continuous Control

Neuroracer ⭐ 9

Reinforcement Learning with OpenAI Gym and Gazebo Environment

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

Implementation of Deep Q-network to play the game 2048 using Keras.

Reinforcement Learning An Introduction ⭐ 8

Implementation of Reinforcement Learning Algorithms: Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book & David Silver's course.

Procgen Tools ⭐ 8

Tools for running experiments on RL agents in procgen environments

Bipedalwalker ⭐ 7

BipedalWalker - AI teaching itself to walk

Markov Decision Processes ⭐ 7

Twin Delayed Ddpg ⭐ 7

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

Car_racer_gym ⭐ 6

Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Gymnasium Colaboratory Starter ⭐ 6

Reinforcement Learning + Open AI Gym/Gymnasium in Google's Colab.

Whisper Youtube ⭐ 5

This repository will guide you to create automatically generate YouTube Transcription using Using OpenAI's Whisper

Openai Gym Tictactoe Environment ⭐ 5

OpenAI Gym based Tic-Tac-Toe Environment

Super Mario Reinforcement Learning (RL) Training Colab notebook with Stable Baseline3 Library

Reinforcement Learning On Frozenlake ⭐ 5

Reinforcement Learning Algorithms in a simple Gridworld

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