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Name: Marco Pleines
Type: User
Bio: PostDoc at TU Dortmund. Researching memory capabilities of Deep Reinforcement Learning agents.
Twitter: marco_pleines
Location: Germany
Name: Marco Pleines
Type: User
Bio: PostDoc at TU Dortmund. Researching memory capabilities of Deep Reinforcement Learning agents.
Twitter: marco_pleines
Location: Germany
Application of concurrent discrete and continuous actions on two novel DRL environments to mimic human input devices.
Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.
Beastly Rivals Onslaught (BRO) is a use-case for conducting AI research made with Unity.
This repository features Reinforcement Learning environments that are made with Unity ML-Agents to approach industrial use-cases.
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Challenging Memory-based Deep Reinforcement Learning Agents
Clean baseline implementation of PPO using an episodic TransformerXL memory
Unity Machine Learning Agents Toolkit
Deep Reinforcement Learning Framework done with PyTorch
Obstacle Tower Environment
Obstacle Tower Source Code
Baseline implementation of recurrent PPO using truncated BPTT
Reinforcement Learning in PyTorch
SILT is a trivial tool (build with .net 4.6.1) to help labeling images.
This is the implementation of my Bachelor Thesis
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.
This repository features game simulations as machine learning environments to experiment with deep learning approaches such as deep reinforcement learning inside of Unity.
Using a multi-layer perceptron and the kNN Algorithm to classify wine to be red or white wine.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.