TY - GEN
T1 - Show me how to win
T2 - 14th International Conference on the Foundations of Digital Games, FDG 2019
AU - Zare, Maryam
AU - Ayub, Ali
AU - Wagner, Alan R.
AU - Passonneau, Rebecca J.
N1 - Funding Information:
Thiswork was funded in part by Penn State's Teaching and Learning with Technology (TLT) Fellowship, and an award from Penn State's Institute for CyberScience.
Publisher Copyright:
© 2019 ACM.
PY - 2019/8/26
Y1 - 2019/8/26
N2 - We present an approach for robot learning from demonstration and communication applied to simple board games like Connect Four. In such games, a visual representation of a winning condition on the board can be converted to an extensive form representation that can then support computation of a winning strategy. We present a robot that can learn simple games from responses to visual questions based on synthesized images, or to verbal questions. We illustrate how reliance on both modalities leads to more efficient learning.
AB - We present an approach for robot learning from demonstration and communication applied to simple board games like Connect Four. In such games, a visual representation of a winning condition on the board can be converted to an extensive form representation that can then support computation of a winning strategy. We present a robot that can learn simple games from responses to visual questions based on synthesized images, or to verbal questions. We illustrate how reliance on both modalities leads to more efficient learning.
UR - http://www.scopus.com/inward/record.url?scp=85072835770&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85072835770&partnerID=8YFLogxK
U2 - 10.1145/3337722.3341866
DO - 10.1145/3337722.3341866
M3 - Conference contribution
AN - SCOPUS:85072835770
T3 - ACM International Conference Proceeding Series
BT - Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019
A2 - Khosmood, Foaad
A2 - Pirker, Johanna
A2 - Apperley, Thomas
A2 - Deterding, Sebastian
PB - Association for Computing Machinery
Y2 - 26 August 2019 through 30 August 2019
ER -