• 2
• 0
• 0

deepmind.github.io

DeepMind redirect to avoid potential subdomain takeover vulnerability

• 2
• 0
• 0

dqn_zoo

DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (DQN) agent.

• 2
• 0
• 0

dm_env_rpc

A networking protocol for agent-environment communication

• 2
• 0
• 0

optax

Optax is a gradient processing and optimization library for JAX.

• 2
• 0
• 0

dm-haiku

JAX-based neural network library

• 2
• 0
• 0

labmaze

A standalone release of DeepMind Lab's maze generator with Python bindings.

• 2
• 0
• 0

deep-compressed-sensing

• 2
• 0
• 0

spriteworld

Spriteworld: a flexible, configurable python-based reinforcement learning environment

• 2
• 0
• 0

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

• 2
• 0
• 0

spectral_inference_networks

Implementation of Spectral Inference Networks, ICLR 2019

• 2
• 0
• 0

wasserstein_fairness

An implementation of Wasserstein Fair Classification, a conference paper submitted to UAI 2019.

• 2
• 0
• 0

leo

Implementation of Meta-Learning with Latent Embedding Optimization

• 2
• 0
• 0

interval-bound-propagation

This repository contains a simple implementation of Interval Bound Propagation (IBP) using TensorFlow: https://arxiv.org/abs/1810.12715

• 2
• 1
• 0

neural-processes

This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (...

• 2
• 0
• 0

trfl

TensorFlow Reinforcement Learning

• 2
• 0
• 0

abstract-reasoning-matrices

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

• 2
• 0
• 0

logical-entailment-dataset

This repository contains an entailment dataset for propositional logic, and code for generating that dataset. It also contains code for parsing the...

• 2
• 0
• 0

dqn

Lua/Torch implementation of DQN (Nature, 2015)

• 2
• 0
• 0

pycolab

A highly-customisable gridworld game engine with some batteries included. Make your own gridworld games to test reinforcement learning agents!

• 2
• 0
• 0

AQuA

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