39 citations · 81 across the 13 of their papers we have counts for
5 papers · 1 filter
A Survey on Interactive Reinforcement Learning: Design Principles and Open Challenges
Christian Arzate Cruz, Takeo Igarashi
Interactive reinforcement learning (RL) has been successfully used in various applications in different fields, which has also motivated HCI researchers to contribute in this area.…
MarioMix: Creating Aligned Playstyles for Bots with Interactive Reinforcement Learning
Christian Arzate Cruz, Takeo Igarashi
In this paper, we propose a generic framework that enables game developers without knowledge of machine learning to create bot behaviors with playstyles that align with their prefe…
Interactive Explanations: Diagnosis and Repair of Reinforcement Learning Based Agent Behaviors
Christian Arzate Cruz, Takeo Igarashi
Reinforcement learning techniques successfully generate convincing agent behaviors, but it is still difficult to tailor the behavior to align with a user's specific preferences. Wh…
Exploring a Makeup Support System for Transgender Passing based on Automatic Gender Recognition
Toby Chong, Nolwenn Maudet, Katsuki Harima +1
How to handle gender with machine learning is a controversial topic. A growing critical body of research brought attention to the numerous issues transgender communities face with…
TapDrag: An Alternative Dragging Technique on Medium-Sized MultiTouch Displays Reducing Skin Irritation and Arm Fatigue
Lasse Farnung Laursen, Hsiang-Ting Chen, Paulo Silva +2
Medium-sized touch displays, sized 30 to 50 inches, are becoming more affordable and more widely available. Prolonged use of such displays can result in arm fatigue or skin irritat…