ASU team wins AI commentator track of the KAIST World Cup 2018


professor and two students standing in a row

ASU Assistant Professor Yezhou Yang (left) leads AI commentator team — Siyu Zhou (center) and Chia-Yu Hsu (right) — to victory at the KAIST World Cup 2018.

|

This summer, Arizona State University organized an interdisciplinary team for the AI commentator track of the Korea Advanced Institute of Science and Technology (KAIST) AI World Cup 2018, a worldwide competition of online soccer teams simulated by AI. AI commentators give play-by-play commentary and short-term predictions on AI soccer matches.

Assistant Professor Yezhou Yang in the Ira A. Fulton Schools of Engineering led the team comprised of Chia-Yu Hsu, a master’s student in computer science, and Siyu Zhou, a doctoral student in physics. Hsu and Zhou spent a summer working in Yang’s ASU Active Perception Group’s vision and language special interest sub-group.

Yang’s group focuses on cognitive robotics, computer vision and robot vision to program intelligent agents. The group seeks solutions to visual learning that involve deep learning and AI algorithms to enable agents to interpret people's actions and a scene’s geometry.

The team programmed rules for the commentator agent based on a human’s observation of the playfield. Basically, a human commentator can look at the current states of motion of the players while being aware of those in the past. As such, the team submitted a learning-based model that enables the agent to interpret the current situation of a robot soccer game similar to a human commentator by observing past actions regarding the soccer ball’s location and speed.

It took about two weeks to write the comment-generating scripts, and another week to enrich the comments and rules.

Hsu and Zhou won the AI commentator competition and received a $5,000 prize for the quality of their play-by-play commentaries and short-term predictions of two soccer matches designated by an evaluation committee.

More Science and technology

 

Galaxy PJ0116-24, known as an Einstein ring

Telescopes in Atacama Desert capture extreme starburst galaxy warped into fiery ring

Ten billion years in the past, a rare population of extreme galaxies formed stars at rates more than 1,000 times faster than our…

Graphic illustration of daphnia, a form of zooplankton.

Study challenges traditional views of evolution

In new research, Arizona State University scientists and their colleagues investigated genetic changes occurring in a naturally…

A studio portrait of Kyle Jensen, wearing a white shirt on a dark background lit with orange lighting

Understanding how our perception of AI affects its use

Editor's note: This expert Q&A is part of our “AI is everywhere ... now what?” special project exploring the potential (and…