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3d-shapes

This repository contains the 3D shapes dataset, used in Kim, Hyunjik and Mnih, Andriy. "Disentangling by Factorising." In Proceedings of the 35th International Conference on Machine Learning (ICML). 2018. to assess the disentanglement properties of unsupervised learning methods.

abcei_mab

abstract-reasoning-matrices

Progressive matrices dataset, as described in: Measuring abstract reasoning in neural networks (Barrett*, Hill*, Santoro*, Morcos, Lillicrap), ICML2018

acme

A library of reinforcement learning components and agents

active_ops

additive_cbug

affordances_option_models

agent_debugger

Causal Analysis of Agent Behavior for AI Safety

ai-safety-gridworlds

This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.

alewrap

A lua wrapper for the Arcade Learning Environment/xitari.

alphadev

alphafold

Open source code for AlphaFold.

alphageometry

alphamissense

alphastar

alphatensor

android_env

RL research on Android devices.

annealed_flow_transport

aqua

A algebraic word problem dataset, with multiple choice questions annotated with rationales.

arnheim

asyncdiloco

augmentations_medical_images

boxoban-levels

This repository contains levels for boxoban, a box-pushing puzzle game inspired by Sokoban.

brave

A JAX implementation of Broaden Your Views for Self-Supervised Video Learning, or BraVe for short.

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

c3_neural_compression

card2code

A code generation dataset for generating the code that implements Hearthstone and Magic The Gathering card effects.

cartesian-frames

A formalisation of Cartesian Frames, a perspective on embedded agency, in the HOL theorem prover.

ccbo

This repo contains the code associated to the paper: "Constrained Causal Bayesian Optimization" by Aglietti Virginia, Alan Malek, Ira Ktena, and Silvia Chiappa. International Conference on Machine Learning. PMLR, 2023.