MarcoMeter

episodic-transformer-memory-ppo

Clean baseline implementation of PPO using an episodic TransformerXL memory

recurrent-ppo-truncated-bptt

Baseline implementation of recurrent PPO using truncated BPTT

endless-memory-gym

Challenging Memory-based Deep Reinforcement Learning Agents

Unity-ML-Environments

This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.

neroRL

Deep Reinforcement Learning Framework done with PyTorch

StarcraftNeuralNetAi

This is the implementation of my Bachelor Thesis

Action-Space-Compositions-in-Deep-Reinforcement-Learning

Application of concurrent discrete and continuous actions on two novel DRL environments to mimic human input devices.

CIV-ML-Agents-Environments

This repository features Reinforcement Learning environments that are made with Unity ML-Agents to approach industrial use-cases.

Wine-Classification-Course

Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.

Beastly-Rivals-Onslaught

Beastly Rivals Onslaught (BRO) is a use-case for conducting AI research made with Unity.

cleanrl-ppo-trxl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Simple-Image-Labelling-Tool

SILT is a trivial tool (build with .net 4.6.1) to help labeling images.

awesome-real-world-rl

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

DET-SS2019

MarcoMeter.github.io

ml-agents

Unity Machine Learning Agents Toolkit

obstacle-tower-env

Obstacle Tower Environment

obstacle-tower-source

Obstacle Tower Source Code

rlpyt

Reinforcement Learning in PyTorch

Unity-ML-Agents-Docker-Image

This repository provides all the necessary files to build and run a docker container, which is capable of training environments based on Unity's ML-Agents.