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.
Cite
Text
Kalyanakrishnan. "Intelligent and Learning Agents: Four Investigations." International Joint Conference on Artificial Intelligence, 2021. doi:10.24963/IJCAI.2021/700Markdown
[Kalyanakrishnan. "Intelligent and Learning Agents: Four Investigations." International Joint Conference on Artificial Intelligence, 2021.](https://mlanthology.org/ijcai/2021/kalyanakrishnan2021ijcai-intelligent/) doi:10.24963/IJCAI.2021/700BibTeX
@inproceedings{kalyanakrishnan2021ijcai-intelligent,
title = {{Intelligent and Learning Agents: Four Investigations}},
author = {Kalyanakrishnan, Shivaram},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {2021},
pages = {4946-4950},
doi = {10.24963/IJCAI.2021/700},
url = {https://mlanthology.org/ijcai/2021/kalyanakrishnan2021ijcai-intelligent/}
}