Name: Robert Tjarko Lange
Type: User
Bio: Meta-Evolution @SakanaAI 🕵️
Twitter: RobertTLange
Location: Tokyo, Berlin, Barcelona, London
Blog: roberttlange.com
Hi there 🤗 I am Rob - a Research Scientist @SakanaAI & PhD student @ TU Berlin.
I work on meta-optimization, hardware-accelerated evolution & nature-inspired foundation models 🧬.
I maintain evosax 🦎, gymnax 🏋️ & the MLE-Infrastructure 🤹.
Previously, I was a Graduate Student Researcher @ Google DM (TKY 🗼) & interned @ Legacy DM (LDN 🇬🇧).
action-grammars-hrl
Action Grammars for Hierarchical Reinforcement Learning
algonauts-2021
Algonauts 2021 Challenge Mini-Track submission based on SimCLR-v2 features & Bayesian Optimization
automata-perturbation-lstm
Code accompanying Gómez-Nava et al. (2023, Nature Physics)
bio-plausible-deeplearning
Who needs backprop? - Guerguiev et al (2017) - Reproduction & Robustness Checks
code-and-blog
Some small scale experiments for my blog posts 📝
deep-rl-tutorial
A Tutorial on Deep Reinforcement Learning in PyTorch
es-lottery
Lottery Tickets in Evolutionary Optimization (Lange & Sprekeler, ICML 2023)
evojax
evojax-benchmarks
Benchmarking Utilities for EvoJAX
evosax
Evolution Strategies in JAX 🦎
flexible-learning-group
A curated list of papers presented in the 📖"Flexible Learning Reading Group" @ TU Berlin. Join us! 🤗
gym-hanoi
A Towers of Hanoi environment in OpenAI Gym Style
gym-swarm
A Swarm environment in OpenAI gym style
gymnax
RL Environments in JAX 🌍
gymnax-blines
Baselines for gymnax 🤖
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
lexis
Lexis: An Optimization Framework for Discovering the Hierarchical Structure of Sequential Data
markdown
A Python implementation of John Gruber’s Markdown with Extension support.
migration_and_technology_diffusion
Bachelor Thesis tackling the Impact of Skilled-Worker Immigration on the Diffusion of New Technologies
minimal-meta-rl
Minimal A2C/A3C example of an LSTM-based meta-learner.
mistral-jax
JAX implementation of the Mistral model
modelsneuralsystems
Computer Practical Coursework for BCCN Berlin course "Models of Neural Systems" (2018/2019)
picknmix
A simple tool to help building stacking models.
plotneuralnet
Latex code for making neural networks diagrams
pybullet-gym
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
python-markdown-generator
Python library for dynamically generating HTML sanitised Markdown syntax.
randglm
RandNLA methods for estimating GLMs with Big Datasets
reading-notes-ml
Progress, Notes, Summaries and a lot of Questions on Machine Learning
reading_notes_neuro
Progress, Notes, Summaries and a lot of Questions on Neuroscience
rlpyt
Reinforcement Learning in PyTorch
React
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
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
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.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
