yfletberliac

rlss-2019

Materials for the Practical Sessions of the Reinforcement Learning Summer School 2019: Bandits, RL & Deep RL (PyTorch).

adversarially-guided-actor-critic

AGAC: Adversarially Guided Actor-Critic

mango

Question-Answering NLP model with character-level RNN (TensorFlow).

actor-with-variance-estimated-critic

AVEC: Actor with Variance Estimated Critic

MERL

MERL: Multi-Head Reinforcement Learning (TensorFlow).

citygan

Simulating urban land use maps with generative adversarial networks

kaggle-shelter-animal-outcomes

[Project with KAIST] Data Mining Kaggle competition. Best score using xgboost.

machine-translation-tensorflow

Machine Translation for specialized texts using LSTMs.

rasa_nlu

turn natural language into structured data

saacjax

alpha-zero

alpha-zero-connect4

coinrun

d3rlpy

An offline deep reinforcement learning library

DrQA

Reading Wikipedia to Answer Open-Domain Questions

entity-network

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

minigo

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

pyduckling

ray

recurrent-entity-networks

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

SAUNA

Only Relevant Information Matters: Filtering Out Noisy Samples to Boost RL (TensorFlow).

server

The interface between data scientists and developers.

Ssup

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

transformrl

trtn.github.io

ViZDoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:

vizdoomgym

OpenAI Gym wrapper for ViZDoom enviroments