World Models Experiments

·David Ha (Otoro)··

GitHub In this article I will give step-by-step instructions for reproducing the experiments in the World Models article (pdf). The reference TensorFlow implementation is on GitHub. Other people have implemented World Models independently. There is an implementation in Keras that reproduces part of the CarRacing-v0 experiment. There is also another project in PyTorch that attempts to apply this model on OpenAI Retro Sonic environments. For general discussion about the World Models article, there...

Read full article →

Related Articles

Accelerating Gemma 4: faster inference with multi-token prediction drafters
amrrs · Hacker News · 4d ago
OpenAI’s o1 correctly diagnosed 67% of ER patients vs. 50-55% by triage doctors
donsupreme · Hacker News · 6d ago
ProgramBench: Can language models rebuild programs from scratch?
jonbaer · Hacker News · 2d ago
ZAYA1-8B matches DeepSeek-R1 on math with less than 1B active parameters
steveharing1 · Hacker News · 2d ago
A couple million lines of Haskell: Production engineering at Mercury
unignorant · Hacker News · 6d ago