sungikchoi

Arcade-Learning-Environment

The Arcade Learning Environment (ALE) -- a platform for AI research.

BackpropThroughTheVoidRL

RL Experiments from our paper "Backpropagation Through the Void": https://arxiv.org/abs/1711.00123. Lovingly forked from OpenAI's RL Baseline repo.

deep_Mahalanobis_detector

Code for the paper "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks".

deep_q_rl

Theano-based implementation of Deep Q-learning

dqn-atari

A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well

GPND

Generative Probabilistic Novelty Detection with Adversarial Autoencoders

models

Models built with TensorFlow

Neural-Dialogue-Generation

noreward-rl

Curiosity-driven Exploration for Deep Reinforcement Learning by Self-supervised Prediction

NVB

Code of Novelty Detection Via Blurring

Q-Optimality-Tightening

This is my implementation of the Optimality Tightening

real-nvp

Implementation of Real NVP in PyTorch

ReinforcementLearning

Some simple codes for RL

RL

tensorforce

TensorForce: A TensorFlow library for applied reinforcement learning

variational-text-tensorflow

TensorFlow implementation of Neural Variational Inference for Text Processing

VIN

Value Iteration Networks