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Pinned repositories
Repositories
open_spiel
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
graph_nets
Build Graph Nets in Tensorflow
dm-haiku
JAX-based neural network library
bsuite
bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
acme
A library of reinforcement learning components and agents
multidim-image-augmentation
This package provides TensorFlow Ops for multidimensional volumetric image augmentation.
kapitan
Generic templated configuration management for Kubernetes, Terraform and other things
lab
A customisable 3D platform for agent-based AI research
sonnet
TensorFlow-based neural network library
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
dm_control
DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
tree
tree is a library for working with nested data structures
reverb
Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
streetlearn
A C++/Python implementation of the StreetLearn environment based on images from Street View, as well as a TensorFlow implementation of goal-driven navigation agents solving the task published in “Learning to Navigate in Cities Without a Map”, NeurIPS 2018
mathematics_dataset
This dataset code generates mathematical question and answer pairs, from a range of question types at roughly school-level difficulty.
dm_env_rpc
A networking protocol for agent-environment communication
objecthash-proto
ObjectHash for protocol buffers
surface-distance
Library to compute surface distance based performance metrics for segmentation tasks.
tcia-ct-scan-dataset
Dataset of head and neck CT scans and segmentations in NRRD format.
ai-safety-gridworlds
This is a suite of reinforcement learning environments illustrating various safety properties of intelligent agents.
hanabi-learning-environment
hanabi_learning_environment is a research platform for Hanabi experiments.
dm_env
A Python interface for reinforcement learning environments
spriteworld
Spriteworld: a flexible, configurable python-based reinforcement learning environment
pysc2
StarCraft II Learning Environment
narrativeqa
This repository contains the NarrativeQA dataset. It includes the list of documents with Wikipedia summaries, links to full stories, and questions and answers.
