Name: Tom Lieberum
Type: User
Company: University of Amsterdam
Bio: Master student in AI at the
University of Amsterdam.
Effective altruist, rationalist, and transhumanist.
Got my B.Sc. in Physics from
RWTH Aachen Uni
Twitter: lieberum_t
Location: Amsterdam
Tom Lieberum's Projects
MineRL Basalt Competition 2021
Assignments for the course CV1 at UvA in 2020
Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.
Reproducibility Project: Fairness without Demographics through Adversarial Reweighted Learning
Re-implementation of 'Grokking: Generalization beyond overfitting on small algorithmic datasets'
Applying interpretability techniques to models overtrained on small algorithmic datasets.
My custom latex style files
Me trying to learn JAX
Lucid library adapted for PyTorch
Colab/Jupyter notebooks based on Lucent.
MineRL Competition for Sample Efficient Reinforcement Learning - Python Package
What is the minimal size of the context that induces induction heads?
Representation learning for model-based reinforcement learning in Minecraft
A library for bridging Python and HTML/Javascript (via Svelte) for creating interactive visualizations
A pytorch package for non-negative matrix factorization.
RL assignments for the 2020 class
Comparing Trust Region Policy Optimization and Natural Policy Gradient in Reinforcement Learning
An educational resource to help anyone learn deep reinforcement learning.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
TransformerLens models for Trojan Detection Challenge 2023
Mechanistic Interpretability for Transformer Models