BluemlJ

AiBirds

The idea of this project is to write a deep reinforcement learning (DRL) agent to play Angry Birds. The idea originated from the Angry Birds AI Competition.

TandemTurtle

AlphaZe

A Deep Learning UCI-Chess Variant Engine written in C++ & Python :parrot:

open_spiel_stratego_hex

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

atari-representation-learning

Code for "Unsupervised State Representation Learning in Atari"

decision-transformer

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

GSAT

GSAT (Genetic Sequence Analysing Tool) is a Java program for analysing AB1 files, comparing them with genes and adding retrieved information about mutations into a database.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

oc_cleanrl

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

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

RBC-Ara

A Deep Learning UCI-Chess Variant Engine written in C++ & Python :parrot:

stratego_env

Multi-Agent RL Environment for the Stratego Board Game (and variants)

TDV

I evaluate a new approach to visualize complex and big data, by combining dimensional reduction methods with topographical visualization. Therefore I present an prototypical implementation to test and compare this approach with recent dimensional reduction approaches.