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Name: Timo Klein
Type: User
Company: University of Vienna
Bio: Reinforcement Learning PhD @ Probabilistic Machine Learning Group
Location: Vienna, Austria
Name: Timo Klein
Type: User
Company: University of Vienna
Bio: Reinforcement Learning PhD @ Probabilistic Machine Learning Group
Location: Vienna, Austria
AlphaZero for continuous control tasks
Some common algorithms for multi-armed bandit problems
Deep reinforcement learning in autonomous driving
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
A Python library for advanced clustering algorithms
Nonlinear optimization examples in C++
CReLU activation function from the paper "Loss of Plasticity in Continual Deep Reinforcement Learning"
A toolkit for reproducible reinforcement learning research.
Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning (pytorch)
InFeR: Understanding and Preventing Capacity Loss in Reinforcement Learning (pytorch)
Combining Reinforcement Learning and Search for Cooperative Trajectory Planning
DM control Markov component ablations
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Simple and easily configurable grid world environments for reinforcement learning
Context aware citation recommendation
Class based Python implementations of outlier detection algorithms.
Deep Reinforcement Learning with Plasticity Injection (pytorch)
Simple single-file baselines for Q-Learning in pure-GPU setting
ReDo: The Dormant Neuron Phenomenon in Deep Reinforcement Learning (pytorch)
An example of torch.compile graph breaks in RL code using SAC-discrete as an example
🏛️A research-friendly codebase for fast experimentation of single-agent reinforcement learning in JAX • End-to-End JAX RL
C++ Course
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Code example for some basic wandb functionality
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.