david-abel

Research Scientist at DeepMind.

DeepMind

Pinned Repositories

aaai_2019
Conference notes for AAAI 2019
Language:TeX166
iclr_2019
Notes from ICLR 2019
Language:TeX24 1 07
icml_2019
Notes for ICML 2019
Language:TeX38 4 08
latex_docs
LaTeX template and custom commands
Language:TeX59 2 013
neurips_2019
Notes from NeurIPS 2019
Language:TeX29 2 08
rl_abstraction
Code for experimenting with state and action abstractions in reinforcement learning.
Language:Python30 4 111
rl_info_theory
A collection of code investigating the use of information theory for abstractions in RL
Language:Python153
simple_rl
A simple framework for experimenting with Reinforcement Learning in Python.
Language:Python263 18 2294
state_abstraction
Code for abstracting, evaluating, and visualizing Markov Decision Processes.
Language:TeX10 4 02
transfer_rl_icml_2018
A codebase for experimenting with various approaches to action priors.
Language:Python18 3 02

david-abel's Repositories

david-abel/simple_rl
A simple framework for experimenting with Reinforcement Learning in Python.
Language:Python263 18 2294
david-abel/latex_docs
LaTeX template and custom commands
Language:TeX59 2 013
david-abel/icml_2019
Notes for ICML 2019
Language:TeX38 4 08
david-abel/rl_abstraction
Code for experimenting with state and action abstractions in reinforcement learning.
Language:Python30 4 111
david-abel/neurips_2019
Notes from NeurIPS 2019
Language:TeX29 2 08
david-abel/iclr_2019
Notes from ICLR 2019
Language:TeX24 1 07
david-abel/transfer_rl_icml_2018
A codebase for experimenting with various approaches to action priors.
Language:Python18 3 02
david-abel/aaai_2019
Conference notes for AAAI 2019
Language:TeX166
david-abel/rl_info_theory
A collection of code investigating the use of information theory for abstractions in RL
Language:Python153
david-abel/state_abstraction
Code for abstracting, evaluating, and visualizing Markov Decision Processes.
Language:TeX10 4 02
david-abel/solar_panels_rl
Repository for code experimenting with RL and Solar Tracking
Language:Python913
david-abel/ethical_dilemmas
Code for our implementations of the ethical dilemmas Cake or Death and Burning Room, and their solvers.
Language:Java6 1 0
david-abel/rldm_2019
Notes for RLDM 2019
Language:TeX5 0 01
david-abel/vpsa_aistats2020
Code to accompany our 2020 AISTATS paper "Value Preserving State-Action Abstractions"
Language:Python51
david-abel/felix
Some simple Machine Learning for improvising MIDI music.
Language:Python3 1 02
david-abel/iacap_2019
Notes for IACAP 2019
Language:TeX3 0 01
david-abel/minimal
A Theme for GitHub Pages
Language:CSS33
david-abel/brown_cs_grad_lunch_pairs
Code for making lunch pairings
Language:Python21
david-abel/ai_ethics
Contains documents + related code for submission to 2015 AAAI workshop on AI & Ethics
Language:TeX11
david-abel/brown_complexity_reading_group
Notes for Brown's Complexity Reading Group, Fall 2015
Language:TeX1
david-abel/continuous_state_sa
Code for running experiments involving learning state abstractions for continuous state RL problems.
Language:Python1 1 01
david-abel/discover_2018
Language:Python1
david-abel/madison_property
Python code for a simple word game
Language:Python11
david-abel/scm_thesis
Docs for my Master's Thesis on Stochastic Planning
Language:TeX1 2 0
david-abel/cs8_textbook
Contains material for the development of a textbook inspired by CS8.
david-abel/dplot
Contains utilities for creating simple plots on top of matplotlib.
Language:Python
david-abel/soundpound
Data driven approach to automatic air-drumming sound annotation.
Language:Python1 0
david-abel/teach_peace_game
Code for finding word pairs like (teach, peace) that 1) are the same length, and 2) share inner character sequences.
Language:Python
david-abel/transfer_pac
A repository containing files associated with Transfer-PAC learning
Language:TeX
david-abel/word_shift
A quick solution to the word shift game.
Language:Python