Research

Papers
clustering player paths
Jonathan Campbell, Jonathan Tremblay, Clark VerbruggeFDG'15
exploration in NetHack using occupancy maps
Jonathan Campbell, Clark VerbruggeFDG'17
learning combat in NetHack
Jonathan Campbell, Clark VerbruggeAIIDE'17
exploration in NetHack with secret discovery
Jonathan Campbell, Clark VerbruggearXiv e-prints
Implementations
procedural sokoban generator
based on Taylor & Parberry's paper
NethackRL

coming late 2017/early 2018OpenAI Gym
Thesis
exploration & combat in NetHack

coming late 2017/early 2018M.Sc. Thesis

Section Chief Blevins: Agent Mulder. What are his thoughts?
Scully: Agent Mulder believes... we are not alone.

Pilot, The X-Files