Yun-En Liu

Publication Activity (10 Years)

Years Active: 2010-2017
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Eligibility Traces

Educational Games

Multi Armed Bandits

Top Venues

Publications

Akram Erraqabi, Alessandro Lazaric, Michal Valko, Emma Brunskill, Yun-En Liu
Trading off Rewards and Errors in Multi-Armed Bandits. AISTATS (2017)
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popovic
Where to Add Actions in Human-in-the-Loop Reinforcement Learning. AAAI (2017)
Yvonne Chen, Travis Mandel, Yun-En Liu, Zoran Popovic
Crowdsourcing Accurate and Creative Word Problems and Hints. HCOMP (2016)
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popovic
Offline Evaluation of Online Reinforcement Learning Algorithms. AAAI (2016)
Mohammad Khajah, Brett D. Roads, Robert V. Lindsey, Yun-En Liu, Michael C. Mozer
Designing Engaging Games Using Bayesian Optimization. CHI (2016)
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popovic
Efficient Bayesian Clustering for Reinforcement Learning. IJCAI (2016)
Travis Mandel, Yun-En Liu, Emma Brunskill, Zoran Popovic
The Queue Method: Handling Delay, Heuristics, Prior Data, and Evaluation in Bandits. AAAI (2015)
Yun-En Liu, Christy Ballweber, Eleanor O'Rourke, Eric Butler, Phonraphee Thummaphan, Zoran Popovic
Large-Scale Educational Campaigns. ACM Trans. Comput. Hum. Interact. 22 (2) (2015)
Travis Mandel, Yun-En Liu, Sergey Levine, Emma Brunskill, Zoran Popovic
Offline policy evaluation across representations with applications to educational games. AAMAS (2014)
Yun-En Liu, Travis Mandel, Emma Brunskill, Zoran Popovic
Trading Off Scientific Knowledge and User Learning with Multi-Armed Bandits. EDM (2014)
Yun-En Liu, Travis Mandel, Emma Brunskill, Zoran Popovic
Towards automatic experimentation of educational knowledge. CHI (2014)
Seong Jae Lee, Yun-En Liu, Zoran Popovic
Learning Individual Behavior in an Educational Game: A Data-Driven Approach. EDM (2014)
Eleanor O'Rourke, Eric Butler, Yun-En Liu, Christy Ballweber, Zoran Popovic
The effects of age on player behavior in educational games. FDG (2013)
Yun-En Liu, Travis Mandel, Eric Butler, Erik Andersen, Eleanor O'Rourke, Emma Brunskill, Zoran Popovic
Predicting Player Moves in an Educational Game: A Hybrid Approach. EDM (2013)
Eric Butler, Adam M. Smith, Yun-En Liu, Zoran Popovic
A mixed-initiative tool for designing level progressions in games. UIST (2013)
Alexander Jaffe, Alex Miller, Erik Andersen, Yun-En Liu, Anna Karlin, Zoran Popovic
Evaluating Competitive Game Balance with Restricted Play. AIIDE (2012)
Kathleen Tuite, Timothy Pavlik, Sandra B. Fan, Tyler Robison, Alexander Jaffe, Yun-En Liu, Erik Andersen, Steven L. Tanimoto
Picard: a creative and social online flashcard learning game. FDG (2012)
Erik Andersen, Eleanor O'Rourke, Yun-En Liu, Rich Snider, Jeff Lowdermilk, David Truong, Seth Cooper, Zoran Popovic
The impact of tutorials on games of varying complexity. CHI (2012)
Erik Andersen, Yun-En Liu, Rich Snider, Roy Szeto, Seth Cooper, Zoran Popovic
On the harmfulness of secondary game objectives. FDG (2011)
Yun-En Liu, Erik Andersen, Rich Snider, Seth Cooper, Zoran Popovic
Feature-based projections for effective playtrace analysis. FDG (2011)
Erik Andersen, Yun-En Liu, Rich Snider, Roy Szeto, Zoran Popovic
Placing a value on aesthetics in online casual games. CHI (2011)
Sandra B. Fan, Brian R. Johnson, Yun-En Liu, Tyler Robison, Rolfe R. Schmidt, Steven L. Tanimoto
Analyzing a Process of Collaborative Game Design Involving Online Tools. VL/HCC (2010)
Erik Andersen, Yun-En Liu, Ethan Apter, François Boucher-Genesse, Zoran Popovic
Gameplay analysis through state projection. FDG (2010)