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Intelligent and Learning Agents: Four Investigations
Journal
IJCAI International Joint Conference on Artificial Intelligence
ISSN
10450823
Date Issued
2021-01-01
Author(s)
Kalyanakrishnan, Shivaram
Abstract
My research is driven by my curiosity about the nature of intelligence. Of the several aspects that characterise the behaviour of intelligent agents, I primarily study sequential decision making, learning, and exploration. My interests also extend to broader questions on the effects of AI on life and society. In this paper, I present four distinct investigations drawn from my recent work, which range from theoretical to applied, and which involve both analysis and design. I also share my outlook as an early-career researcher.