105 Open source projects that are alternatives of or similar to RL-code-resources

Cheatsheet of Reinforcement Learning (Based on Sutton-Barto Book - 2nd Edition)

Comparison of bandit algorithms from the Reinforcement Learning bible.

Unrailed! simulator using C++ with some reinforcement learning and Unrailed! AI using Python with OpenCV

ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation

Deep Reinforcement Learning in Autonomous Driving: the A3C algorithm used to make a car learn to drive in TORCS; Python 3.5, Tensorflow, tensorboard, numpy, gym-torcs, ubuntu, latex

An easy-to-use reinforcement learning library for research and education.

Combining deep learning and reinforcement learning.

A toolbox with the goal of speeding up research on bargaining in MARL (cooperation problems in MARL).

ML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions

Automated Deployment of Lab Environments System (ADLES)

Implementing a RL algorithm based upon a partially observable Markov decision process.

Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"

Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

Deep Reinforcement Learning Pong Agent, King Pong, he's the best

Run OpenAI Gym on a Server

Reinforcement learning algorithms

Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"

A curated list of awesome reinforcement courses, video lectures, books, library and many more.

Python implementation of POMDP framework and PBVI & POMCP algorithms.

Revisiting Rainbow

A model car learns driving along a track using reinforcement learning

The Verifiably Safe Reinforcement Learning Framework

Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO

Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.

Pytest plugin to validate use of envvars on your tests

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.

L2RPN Baselines a repository to host baselines for l2rpn competitions.

Reinforcement Learning algorithm's using google-colab

Reinforcement Learning in Vrep

Transform environment variables for use with Terraform (e.g. `HOSTNAME` ⇨ `TF_VAR_hostname`)

📒 Experiment tracking tool and model registry

An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"

Solve BipedalWalkerHardcore-v2 with TD3

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

Learning Continuous Control in Deep Reinforcement Learning

Modeling agents with probabilistic programs

Pytorch Implementation of RL algorithms

Repo for the Deep Reinforcement Learning Nanodegree program

Manager for multi-container computing environments

A universal flight control tuning framework

NMA deep learning course

Scalable Implementation of Neural Fictitous Self-Play

Managing multiple environments with Terraform made easy

Solving POMDP using Recurrent networks

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

xingtian is a componentized library for the development and verification of reinforcement learning algorithms

A Universal Deep Reinforcement Learning Framework

Solving board games like Connect4 using Deep Reinforcement Learning

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

OpenAI's Gym written in pure Rust for blazingly fast performance

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

An environment to high-frequency trading agents under reinforcement learning

Hybrid Reward Architecture

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

Proto-RL: Reinforcement Learning with Prototypical Representations

Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.

Logarithmic Reinforcement Learning