Timezone: »

IGLU: Interactive Grounded Language Understanding in a Collaborative Environment
Julia Kiseleva · Alexey Skrynnik · Artem Zholus · Shrestha Mohanty · Negar Arabzadeh · Marc-Alexandre Côté · Mohammad Aliannejadi · Milagro Teruel · Ziming Li · Mikhail Burtsev · Maartje Anne ter Hoeve · Zoya Volovikova · Aleksandr Panov · Yuxuan Sun · arthur szlam · Ahmed Awadallah · Kavya Srinet

Tue Dec 06 03:00 AM -- 06:00 AM (PST) @ Virtual
Event URL: https://www.iglu-contest.net/ »

Human intelligence has the remarkable ability to quickly adapt to new tasks and environments. Starting from a very young age, humans acquire new skills and learn how to solve new tasks either by imitating the behavior of others or by following provided natural language instructions. To facilitate research in this direction, we propose IGLU: Interactive Grounded Language Understanding in a Collaborative Environment.The primary goal of the competition is to approach the problem of how to develop interactive embodied agents that learn to solve a task while provided with grounded natural language instructions in a collaborative environment. Understanding the complexity of the challenge, we split it into sub-tasks to make it feasible for participants. This research challenge is naturally related, but not limited, to two fields of study that are highly relevant to the NeurIPS community: Natural Language Understanding and Generation (NLU/G) and Reinforcement Learning (RL). Therefore, the suggested challenge can bring two communities together to approach one of the important challenges in AI. Another important aspect of the challenge is the dedication to perform a human-in-the-loop evaluation as a final evaluation for the agents developed by contestants.

Author Information

Julia Kiseleva (Microsoft Research)
Alexey Skrynnik (Artificial Intelligence Research Institute)
Artem Zholus (Moscow Institute of Physics and Technology)
Shrestha Mohanty (Microsoft)
Negar Arabzadeh (University of Waterloo)
Marc-Alexandre Côté (Microsoft Research)
Mohammad Aliannejadi (University of Amsterdam)
Milagro Teruel (FAMAF - Universidad Nacional de Córdoba)
Ziming Li (University of Amsterdam)
Mikhail Burtsev (Artificial Intelligence Research Institute (AIRI))
Maartje Anne ter Hoeve (University of Amsterdam)
Zoya Volovikova (Individual Contributor)
Aleksandr Panov (Artificial Intelligence Institute AIRI)
Yuxuan Sun (Meta AI)
arthur szlam (Facebook)
Ahmed Awadallah (Microsoft)
Kavya Srinet (Facebook AI Research)

More from the Same Authors