Jul 18, 2020
I will present work done by my group on defining a collaborative construction task that allows us to use the Minecraft platform to study situated natural language generation and understanding. In this task, one player (the Architect) needs to instruct another (the Builder) via a chat interface to construct a given target structure that only the Architect is shown. I will discuss what makes this task interesting and challenging. I will also describe models that we have developed for the Architect and the Builder role, and discuss what remains to be done to create agents that can solve this task.
The International Conference on Machine Learning (ICML) is the premier gathering of professionals dedicated to the advancement of the branch of artificial intelligence known as machine learning. ICML is globally renowned for presenting and publishing cutting-edge research on all aspects of machine learning used in closely related areas like artificial intelligence, statistics and data science, as well as important application areas such as machine vision, computational biology, speech recognition, and robotics. ICML is one of the fastest growing artificial intelligence conferences in the world. Participants at ICML span a wide range of backgrounds, from academic and industrial researchers, to entrepreneurs and engineers, to graduate students and postdocs.
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