sven1977
Team lead Reinforcement Learning (RLlib) @ Anyscale.
anyscale.comSan Francisco, CA; Düsseldorf, Germany
Pinned Repositories
spygame
2D Game Engine based on Pygame and Level-TMX Files
surreal
Super Rapid Reinforcement Learning Algo Implementation Library
ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
attention_is_all_you_need
Implementation of the Transformer Model described in "Attention is all you need" by Vaswani et al.
dreamer_v3
Implementation (TensorFlow/keras) of the DreamerV3 model-based RL algorithm by Hafner et al. 2023
huggingface_rllib
Load and upload RLlib models from and to the Hub.
rllib_tutorials
Ray RLlib tutorial material
shine
[s]erver-[h]osted [i]ntelligent [n]eural-net [e]nvironment
tensorforce
Tensorforce: a TensorFlow library for applied reinforcement learning
sven1977's Repositories
sven1977/rllib_tutorials
Ray RLlib tutorial material
sven1977/huggingface_rllib
Load and upload RLlib models from and to the Hub.
sven1977/dreamer_v3
Implementation (TensorFlow/keras) of the DreamerV3 model-based RL algorithm by Hafner et al. 2023
sven1977/shine
[s]erver-[h]osted [i]ntelligent [n]eural-net [e]nvironment
sven1977/attention_is_all_you_need
Implementation of the Transformer Model described in "Attention is all you need" by Vaswani et al.
sven1977/ray
A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
sven1977/perceptron_to_dnc
"From Perceptrons to Differentiable Neural Computers", by Dr. Sven Mika. Presentation at DUS ML meetup Dec 2nd 2017
sven1977/rl_algorithms
sven1977/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
sven1977/dreamerv3_danijar
Mastering Diverse Domains through World Models
sven1977/gym
A toolkit for developing and comparing reinforcement learning algorithms.
sven1977/rl-experiments
Keeping track of RL experiments
sven1977/rl_debugging
sven1977/rl_introduction
python code accompanying the talk "Reinforcement Learning, An Introduction", Dr. Sven Mika (Duesseldorf, Germany Aug 20th 2017)