Better Environments for Better AI

نویسندگان

چکیده

Most past research aimed at increasing the capabilities of AI methods has focused exclusively on agent itself, i.e., given some input, what are improvements to agent’s reasoning that will yield best possible output. In my research, I take a novel approach agents via design environments in which they intended act. My for automated identify inherent and limitations with respect their environment find way modify account those maximize agents’ performance. The future bring an ever set interactions between people agents, whether home, workplace, road, or across many other everyday settings. Autonomous vehicles, robotic tools, medical devices, smart homes, all allow ample opportunity human-robot multi-agent interactions. these settings, recognizing trying achieve, providing relevant assistance, supporting effective collaboration essential tasks, tasks can be enhanced careful design. However, complexity systems we use operate makes devising good solutions extremely challenging. This stresses importance developing tools help determine most ways apply change enable robust systems. long-term goal is provide theoretical foundations designing capable partnership sustainable efficient collaborations as well people.

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ژورنال

عنوان ژورنال: Proceedings of the ... AAAI Conference on Artificial Intelligence

سال: 2023

ISSN: ['2159-5399', '2374-3468']

DOI: https://doi.org/10.1609/aaai.v37i13.26809