DeepMind

Repositories

• android_env
  Python Apache-2.0 21 384 1 2 Updated May 31, 2021

• open_spiel

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

  python games reinforcement-learning cpp multiagent
  C++ Apache-2.0 552 2,737 23 7 Updated May 31, 2021

• acme

  A library of reinforcement learning components and agents

  research reinforcement-learning agents
  Python Apache-2.0 226 2,088 43 6 Updated May 31, 2021

• bsuite

  bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent
  Python Apache-2.0 152 1,186 3 7 Updated May 28, 2021

• reverb

  Reverb is an efficient and easy-to-use data storage and transport system designed for machine learning research
  C++ Apache-2.0 42 393 8 5 Updated May 28, 2021

• launchpad
  Python Apache-2.0 6 172 0 0 Updated May 28, 2021

• rlax
  Python Apache-2.0 48 598 4 3 Updated May 27, 2021

• dm-haiku

  JAX-based neural network library

  machine-learning deep-neural-networks deep-learning neural-networks jax
  Python Apache-2.0 78 1,126 18 5 Updated May 27, 2021

• lab

  A customisable 3D platform for agent-based AI research

  machine-learning deep-learning artificial-intelligence neural-networks
  C GPL-2.0 1,315 6,463 39 3 Updated May 27, 2021

• lab2d

  A customisable 2D platform for agent-based AI research

  machine-learning deep-learning artificial-intelligence
  C++ Apache-2.0 32 325 2 1 Updated May 27, 2021

• chex
  Python Apache-2.0 12 248 2 7 Updated May 26, 2021

• optax

  Optax is a gradient processing and optimization library for JAX.
  Python Apache-2.0 26 349 8 (1 issue needs help) 8 Updated May 26, 2021

• distrax
  Python Apache-2.0 7 192 2 5 Updated May 26, 2021

• dm_control

  DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

  machine-learning reinforcement-learning deep-learning artificial-intelligence neural-networks physics-simulation mujoco
  Python Apache-2.0 405 2,265 14 0 Updated May 21, 2021

• deepmind-research

  This repository contains implementations and illustrative code to accompany DeepMind publications
  Jupyter Notebook Apache-2.0 1,283 6,789 54 34 Updated May 21, 2021

• mc_gradients
  Jupyter Notebook Apache-2.0 25 105 0 1 Updated May 21, 2021

• sonnet

  TensorFlow-based neural network library

  machine-learning deep-learning tensorflow artificial-intelligence neural-networks
  Python Apache-2.0 1,278 8,869 16 4 Updated May 21, 2021

• jraph

  A Graph Neural Network Library in Jax

  machine-learning deep-learning jax graph-neural-networks
  Python Apache-2.0 32 604 4 2 Updated May 19, 2021

• cartesian-frames

  A formalisation of Cartesian Frames, a perspective on embedded agency, in the HOL theorem prover.
  Standard ML Apache-2.0 0 6 0 0 Updated May 17, 2021

• dm_env_rpc

  A networking protocol for agent-environment communication
  Python Apache-2.0 7 56 0 0 Updated May 11, 2021

• 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.
  Python Apache-2.0 29 216 0 0 Updated May 10, 2021

• tree

  tree is a library for working with nested data structures
  Python Apache-2.0 23 618 7 7 Updated Apr 26, 2021

• jmp

  JMP is a Mixed Precision library for JAX.
  Python Apache-2.0 0 26 0 0 Updated Apr 24, 2021

• educational
  Jupyter Notebook Apache-2.0 5 59 0 0 Updated Apr 23, 2021

• dm_env

  A Python interface for reinforcement learning environments

  python api machine-learning reinforcement-learning deep-learning interface
  Python Apache-2.0 29 141 0 0 Updated Apr 23, 2021

• ferminet

  An implementation of the Fermionic Neural Network for ab-initio electronic structure calculations
  Python Apache-2.0 59 385 2 1 Updated Apr 22, 2021

• dm_alchemy

  DeepMind Alchemy task environment: a meta-reinforcement learning benchmark
  Python Apache-2.0 7 146 0 0 Updated Apr 13, 2021

• surface-distance

  Library to compute surface distance based performance metrics for segmentation tasks.
  Python Apache-2.0 65 237 1 3 Updated Apr 12, 2021

• labmaze

  A standalone release of DeepMind Lab's maze generator with Python bindings.
  C++ Apache-2.0 8 34 0 0 Updated Mar 24, 2021

• fancyflags

  A Python library for defining flat or nested dictionary flags.

  python configuration flags
  Python Apache-2.0 1 15 0 0 Updated Mar 17, 2021