Selected work
Projects
A few of the research threads I keep coming back to. Each page collects a short description and the publications that go with it, rather than one long flat list.
Open Game Data
5 publicationsOpen source infrastructure for ethical educational game research
Human-Machine Teaming Games
6 publicationsGames as testbeds for studying human-AI collaboration
MARS & Data-Augmented Streaming
6 publicationsEnriching game streaming with real-time gameplay metadata
Player-Programmed Partner Games
6 publicationsCodesigning games with kids to study equity in participatory design
Apprentice Learner Architecture
8 publicationsA computational model of learning from instruction and examples
Replay Analysis
3 publicationsA method for understanding players by mining in-engine replays of their play logs, rather than committing to specific metrics at recording time.