danijar

Building AI that makes autonomous decisions using world models, artificial curiosity, and temporal abstraction

DeepMindBerkeley

Pinned Repositories

crafter
Benchmarking the Spectrum of Agent Capabilities
Language:Python389 9 2265
daydreamer
DayDreamer: World Models for Physical Robot Learning
Language:Jupyter Notebook277 11 1431
director
Deep Hierarchical Planning from Pixels
Language:Python90 4 822
dreamer
Dream to Control: Learning Behaviors by Latent Imagination
Language:Python514 10 52110
dreamerv2
Mastering Atari with Discrete World Models
Language:Python899 26 54194
dreamerv3
Mastering Diverse Domains through World Models
Language:Python1.4k 28 138233
handout
Turn Python scripts into handouts with Markdown and figures
Language:Python2k 47 41106
layered
Clean implementation of feed forward neural networks
Language:Python240 11 3033
mindpark
Testbed for deep reinforcement learning
Language:Python160 16 2930

danijar's Repositories

danijar/dreamerv3
Mastering Diverse Domains through World Models
Language:Python1.4k 28 138233
danijar/dreamerv2
Mastering Atari with Discrete World Models
Language:Python899 26 54194
danijar/dreamer
Dream to Control: Learning Behaviors by Latent Imagination
Language:Python514 10 52110
danijar/crafter
Benchmarking the Spectrum of Agent Capabilities
Language:Python389 9 2265
danijar/daydreamer
DayDreamer: World Models for Physical Robot Learning
Language:Jupyter Notebook277 11 1431
danijar/director
Deep Hierarchical Planning from Pixels
Language:Python90 4 822
danijar/ninjax
General Modules for JAX
Language:Python58 4 122
danijar/embodied
Fast reinforcement learning research
Language:Python55 9 514
danijar/elements
Building blocks for productive research
Language:Python45 2 06
danijar/crafter-baselines
Docker containers of baseline agents for the Crafter environment
Language:Python28 2 13
danijar/diamond_env
Standardized Minecraft Diamond Environment for Reinforcement Learning
Language:Python25 3 01
danijar/portal
Fast and reliable distributed systems in Python
Language:Python23 2 11
danijar/granular
Fast dataset format and loader
Language:Python20 2 01
danijar/teleport
Efficiently send large arrays across machines
Language:Python15 1 0
danijar/dotfiles
My Linux and Mac configuration
Language:Python12 2 3
danijar/npgame
Write simple games in Numpy!
Language:Python12 3 01
danijar/awesome-rl-envs
8 2 01
danijar/imptools
Tools for improving Python imports
Language:Python8 2 0
danijar/scope
Scalable metrics logging and analysis
Language:Vue6 2 0
danijar/tdmpc2
Code for "TD-MPC2: Scalable, Robust World Models for Continuous Control"
Language:Python4 0 0
danijar/fidjax
Frechet Inception Distance in JAX
Language:Python2 2 0
danijar/bigym
Demo-Driven Mobile Bi-Manual Manipulation Benchmark.
Language:Python1 0 0
danijar/minerl
Language:Java1 1 02
danijar/acme
A library of reinforcement learning components and agents
Language:Python0 0
danijar/conny
Recurrent neural network implementation targeted towards evaluating new topologies
Language:Python1 0
danijar/danijar
danijar/lab
A customisable 3D platform for agent-based AI research
Language:C1 0
danijar/memory-maze
Memory Maze environment for evaluating long-term memory of RL agents.
Language:Python1 0
danijar/mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
Language:C++1 0
danijar/rich
Rich is a Python library for rich text and beautiful formatting in the terminal.