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22 search results found

Basic_reinforcement_learning ⭐ 978

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

Mushroom Rl ⭐ 765

Python library for Reinforcement Learning.

Awesome Monte Carlo Tree Search Papers ⭐ 537

A curated list of Monte Carlo tree search papers with implementations.

Reinforcement_learning_tutorial_with_demo ⭐ 357

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Machine Learning Is All You Need ⭐ 337

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Rl_trading ⭐ 181

An environment to high-frequency trading agents under reinforcement learning

Reinforcement_learning_in_python ⭐ 115

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

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

Chrome Dino Reinforcement Learning ⭐ 85

An RL implementation in Keras

Practical Rl ⭐ 39

Reinforcement learning in Julia. Solving OpenAI gym.

Reinforcement Learning ⭐ 39

Personal experiments on Reinforcement Learning

Rlengine ⭐ 19

A simple reinforcement learning simulation engine for OpenAI's gym.

Dom Q Net ⭐ 19

Graph-based Deep Q Network for Web Navigation

Reinforcement Learning at UCLA IPAM RIPS 2018

Sample Efficient Bayesian Rl ⭐ 13

Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL

Drone Hover Rl ⭐ 12

A hover system for Microsoft AirSim using reinforcement learning (Q-learning and SARSA)

Deep Rl Dqn Tensorflow ⭐ 10

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Marl Dpp ⭐ 10

Multi Agent Reinforcement Learning for Dense Path Planning

Rl Botics ⭐ 10

Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

Rl Multi Agent Car Parking ⭐ 8

Multi-Agent Car Parking using Reinforcement Learning.

Torcs Reinforcement Learning Using Q Learning ⭐ 7

Lane keeping assistant using Reinforcement learning

Reinforcement Learning ⭐ 7

Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.

Safe Rl Pacman ⭐ 6

Reinforcement Learning Course Project - IIT Bombay Fall 2018

Genetic Based Selection Forced Reinforcement Learning

Vismartcab ⭐ 6

Simple Q learning to demonstrate OpenAI taxi V2 implementation in C++

Rl_basics ⭐ 6

Basic Reinforcement Learning algorithms

RL Agent for Atari Game Pong

Frozenlake V1 ⭐ 5

The FrozenLake Environment Project using OpenAI gym

Deeprl Ai ⭐ 5

Deep Reinforcement Learning and Artificial Intelligence in Robotics

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