maxwells-daemons/rl-book-solutions

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maxwells-daemons/rl-book-solutions

maxwells-daemons

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My solutions to "Reinforcement Learning: An Introduction" by Sutton and Barto

caltech-cs11-tensorflow

Repository for a TensorFlow class I taught at Caltech.

Jupyter Notebook

accompany-music-vae

Using Magenta's MusicVAE to generate musical accompaniment.

Jupyter Notebook

deltaflow

A GPU-accelerated differentiable fluid simulator written in JAX.

argsearch

The easiest parameter searcher you'll ever use.

base16-gigavolt-scheme

An electrifying color scheme. For use with mad science only.

reason

Yet another Othello bot.

SwerveDrive

Building and testing an experimental Swerve Drive

nixie-watch

Electrical designs for a nixie-tube wristwatch.

magnus_gun

Code for a nerf gun that curves its shots with the Magnus effect

unsynthesizer

Code for an "acoustic" keyboard without electronics. Made for MakeMIT 2020.

bin

My personal scripts for configuration and day-to-day use.

CPPN

Playing around with compositional pattern-producing networks

Jupyter Notebook

genome

Compute-efficient reinforcement learning with binary neural networks and evolution strategies.

pythonomic

A concise Python implementation of Nomic.

assembler

A simple assembler, which works on the Assembly variant my CPU (built for a class) uses.

seldon

An AlphaZero Othello bot.

pytorch-adaptive-computation-time

A PyTorch implementation of adaptive computation time RNNs that's clean, idiomatic, and extensible.