David Abel

Portrait
david_abel@brown.edu


Conference Papers

David Abel*, John Winder*, Marie desJardins, Michael L. Littman.
IJCAI 2019.

Yuu Jinnai, David Abel, D Ellis Hershkowitz, Michael L. Littman, George Konidaris.
ICML 2019.

Yuu Jinnai, Jee Won Park, David Abel, George Konidaris.
ICML 2019.

David Abel, Dilip Arumugam, Kavosh Asadi, Yuu Jinnai, Michael L. Littman, Lawson L.S. Wong.
AAAI 2019.

David Abel, Dilip Arumugam, Lucas Lehnert, Michael L. Littman.
ICML 2018.

David Abel*, Yuu Jinnai*, Yue Guo, George Konidaris, Michael L. Littman.
ICML 2018.

David Abel, Edward C. Williams, Stephen Brawner, Emily Reif, Michael L. Littman.
IAAI 2018. (Early versions from RLDM 2017 and EnviroInfo 2017).

David Abel*, D Ellis Hershkowitz*, Michael L. Littman.
ICML 2016. (Extended version on arXiv).

David Abel, D Ellis Hershkowitz, Gabriel Barth-Maron, Stephen Brawner, Kevin O'Farrell, James MacGlashan, Stefanie Tellex.
ICAPS 2015.

Journal Papers

Mark K. Ho, David Abel, Thomas L. Griffiths, Michael L. Littman.
Current Opinions in Behavioral Sciences, 2019.

Workshops, Symposia, and Extended Abstracts

David Abel, Nathan Umbanhowar, Khimya Khetarpal, Dilip Arumugam, Doina Precup, Michael L. Littman.
ICLR Workshop on Structure and Priors in RL, 2019.

Yuu Jinnai, David Abel, Jee Won Park, D Ellis Hershkowitz, Michael L. Littman, George Konidaris.
ICLR Workshop on Structure and Priors in RL, 2019.

David Abel.
ICLR Workshop on Reproducibility in Machine Learning, 2019.

Boundedly Rational Concept Formation (Paper Forthcoming) BibTex
David Abel, Mark K. Ho.
Conference of the International Association for Computing and Philosophy (IACAP), 2019.

David Abel.
AAAI Doctoral Consortium, 2019.

David Abel, Dilip Arumugam, Lucas Lehnert, Michael L. Littman.
NeurIPS Workshop on Hierarchical Reinforcement Learning, 2017.

David Abel, John Salvatier, Andreas Stuhlmüller, Owain Evans.
NeurIPS Workshop on the Future of Interactive Learning Machines, 2016. arXiv version.

David Abel, Alekh Agarwal, Fernando Diaz, Akshay Krishnamurthy, Robert Schapire.
ICML Workshop on Abstraction in Reinforcement Learning, 2016.

David Abel, James MacGlashan, Michael L. Littman.
AAAI Workshop on AI, Ethics, and Society, 2016.

Gabriel Barth-Maron, David Abel, James MacGlashan, Stefanie Tellex.
AAAI Symposium on Knowledge and Skill Transfer, 2014.

David Abel, Gabriel Barth-Maron, James MacGlashan, Stefanie Tellex.
RSS Workshop on Affordances in Vision for Cognitive Robotics, 2014.

Other Works

David Abel. Advised by Prof. Joshua Schechter.
Master’s Thesis (Philosophy), Brown University, 2019.

Dilip Arumugam, David Abel, Kavosh Asadi, Nakul Gopalan, Christopher Grimm, Jun Ki Lee, Lucas Lehnert, Michael L. Littman.
Preprint, 2018.

Christopher Grimm, Dilip Arumugam, Siddharth Karamcheti, David Abel, Lawson L.S. Wong, Michael L. Littman.
Preprint, 2017.

David Abel. Advised by Prof. Stefanie Tellex.
Master’s Thesis (Computer Science), Brown University, 2015.