IJCAI 2021poster0 citations
Intelligent and Learning Agents: Four Investigations
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.
Planning and Scheduling: Markov Decisions ProcessesMachine Learning: Online LearningPlanning and Scheduling: Applications of PlanningAI Ethics, Trust, Fairness: Societal Impact of AI
BibTeX
@inproceedings{ijcai2021p700,
title = {Intelligent and Learning Agents: Four Investigations},
author = {Kalyanakrishnan, Shivaram},
booktitle = {Proceedings of the Thirtieth International Joint Conference on
Artificial Intelligence, {IJCAI-21}},
publisher = {International Joint Conferences on Artificial Intelligence Organization},
editor = {Zhi-Hua Zhou},
pages = {4946--4950},
year = {2021},
month = {8},
note = {Early Career},
doi = {10.24963/ijcai.2021/700},
url = {https://doi.org/10.24963/ijcai.2021/700},
}