David Tao

pobax. Partially Observable Benchmarks in JAX

nsrs. Code for the paper Novelty Search in Representational Space for Sample Efficient Exploration presented at NeurIPS 2020.

knowyourvc-chrome-extension. The Know Your VC Chrome Extension!

lstm-contextual-decomposition. Reproducing "Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs"

Pytorch-DQN. Pytorch DQN implementation to play Breakout

Pytorch-PolicyGradient. Pytorch implementation for Policy Gradients

generalization-rl. Code for our CMPUT 607 project, based on the paper "Protecting Against Evaluation Overfitting in Empirical Reinforcement Learning"

intro-to-kaggle. Jupyter Notebook

TextWorldACG. Scripts for generating the TextWorldACG dataset (https://arxiv.org/abs/1812.00855)

airbnb-helper. Project for datadive using the Airbnb dataset

aux-inputs. reinforcement learning with auxiliary inputs