minqi

learning-to-communicate-pytorch

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

hnatt

Train and visualize Hierarchical Attention Networks

wordcraft

An environment for benchmarking commonsense agents

alphazero

Generic implementation of AlphaZero

PyMDP

Markov decision processes in Python

procgen

Procgen Benchmark: Procedurally Generated Game-Like Gym Environments

auto-drac

Automatic Data-Regularized Actor-Critic (Auto-DrAC)

awesome-open-ended

babyai

BabyAI platform. A testbed for training agents to understand and execute language commands.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

basicnn

Common neural networks in numpy

carracingf1

cma_mae

A python implementation of Covariance Matrix Adaptation MAP-Annealing

EGG

EGG: Emergence of lanGuage in Games

facenet

Face recognition using Tensorflow

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

minimax-updates

Efficient baselines for autocurricula in JAX.

minqi.github.io

papers

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).

random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

scikit-learn

scikit-learn: machine learning in Python

scipy

SciPy library main repository

seq2seq

Example attention-seq2seq implementations.

tfjs

A WebGL accelerated JavaScript library for training and deploying ML models.

tfjs-converter

Convert TensorFlow SavedModel and Keras models to TensorFlow.js

ued

Open-Ended Autocurricula

v139

Proceedings of ICML 2021

vae

VAE implementations

vqvae

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)