Deep Reinforcement Learning Framework done with PyTorch

Just a simple replay recorder

Challenging Memory-based Deep Reinforcement Learning Agents

Clean baseline implementation of PPO using an episodic TransformerXL memory

Baseline implementation of recurrent PPO using truncated BPTT

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

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

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

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

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.

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

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

This is the implementation of my Bachelor Thesis