Dave's repositories
latex_docs
LaTeX template and custom commands
rl_abstraction
Code for experimenting with state and action abstractions in reinforcement learning.
neurips_2019
Notes from NeurIPS 2019
transfer_rl_icml_2018
A codebase for experimenting with various approaches to action priors.
rl_info_theory
A collection of code investigating the use of information theory for abstractions in RL
solar_panels_rl
Repository for code experimenting with RL and Solar Tracking
state_abstraction
Code for abstracting, evaluating, and visualizing Markov Decision Processes.
ethical_dilemmas
Code for our implementations of the ethical dilemmas Cake or Death and Burning Room, and their solvers.
vpsa_aistats2020
Code to accompany our 2020 AISTATS paper "Value Preserving State-Action Abstractions"
iacap_2019
Notes for IACAP 2019
brown_cs_grad_lunch_pairs
Code for making lunch pairings
brown_complexity_reading_group
Notes for Brown's Complexity Reading Group, Fall 2015
continuous_state_sa
Code for running experiments involving learning state abstractions for continuous state RL problems.
madison_property
Python code for a simple word game
scm_thesis
Docs for my Master's Thesis on Stochastic Planning
cs8_textbook
Contains material for the development of a textbook inspired by CS8.
dplot
Contains utilities for creating simple plots on top of matplotlib.
soundpound
Data driven approach to automatic air-drumming sound annotation.
teach_peace_game
Code for finding word pairs like (teach, peace) that 1) are the same length, and 2) share inner character sequences.
transfer_pac
A repository containing files associated with Transfer-PAC learning
word_shift
A quick solution to the word shift game.