Marco Pleines (@MarcoMeter)
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MarcoMeter

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Top repositories

1

episodic-transformer-memory-ppo

Clean baseline implementation of PPO using an episodic TransformerXL memory
Python
135
star
2

recurrent-ppo-truncated-bptt

Baseline implementation of recurrent PPO using truncated BPTT
Jupyter Notebook
119
star
3

endless-memory-gym

Challenging Memory-based Deep Reinforcement Learning Agents
Python
77
star
4

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.
C#
29
star
5

neroRL

Deep Reinforcement Learning Framework done with PyTorch
Python
27
star
6

StarcraftNeuralNetAi

This is the implementation of my Bachelor Thesis
C#
7
star
7

CIV-ML-Agents-Environments

This repository features Reinforcement Learning environments that are made with Unity ML-Agents to approach industrial use-cases.
Python
3
star
8

Wine-Classification-Course

Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.
Jupyter Notebook
3
star
9

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

Application of concurrent discrete and continuous actions on two novel DRL environments to mimic human input devices.
Jupyter Notebook
3
star
10

Beastly-Rivals-Onslaught

Beastly Rivals Onslaught (BRO) is a use-case for conducting AI research made with Unity.
C#
2
star
11

Simple-Image-Labelling-Tool

SILT is a trivial tool (build with .net 4.6.1) to help labeling images.
C#
1
star