tarun018

nerf

Code release for NeRF (Neural Radiance Fields)

taming-transformers

Taming Transformers for High-Resolution Image Synthesis

Meta-Learning-Papers

A classified list of meta learning papers based on realm.

Imitation-Learning-Paper-Lists

Paper Collection for Imitation Learning in RL.

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

imitation

Clean PyTorch implementations of imitation and reward learning algorithms

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

habitat-lab

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

habitat-matterport-3dresearch

habitat-sim

A flexible, high-performance 3D simulator for Embodied AI research.

embodied-clip

Official codebase for EmbCLIP

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

smacv2

torchbeast

A PyTorch Platform for Distributed RL

rlax

mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

scalable_agent

A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

brax

Massively parallel rigidbody physics simulation on accelerator hardware.

mgail

Model-Based Generative Adversarial Imitation Learning

imitation

Code for the paper "Generative Adversarial Imitation Learning"

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

mackrl

Code for Multi-Agent Common Knowledge Reinforcement Learning (NeurIPS 2019)

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

acme

A library of reinforcement learning components and agents

sac

Soft Actor-Critic

sac

Soft Actor-Critic

MADRL

Repo containing code for multi-agent deep reinforcement learning (MADRL).

Minigrid

Simple and easily configurable grid world environments for reinforcement learning