David Abel

Portrait


Conference Papers

David Abel, André Barreto, Benjamin Van Roy, Doina Precup, Hado van Hasselt, Satinder Singh.
NeurIPS 2023.

Michael Bowling, John D. Martin, David Abel, Will Dabney.
ICML 2023.

Jelena Luketina, Sebastian Flennerhag, Yannick Schroecker, David Abel, Tom Zahavy, Satinder Singh.
CoLLAs 2022.

David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh.
NeurIPS 2021 (Outstanding Paper Award).

Tadashi Kozuno, Yunhao Tang, Mark Rowland, Rémi Munos, Steven Kapturowski, Will Dabney, Michal Valko, David Abel.
ICML 2021.

Erwan Lecarpentier, David Abel, Kavosh Asadi, Yuu Jinnai, Emmanuel Rachelson, Michael L. Littman.
AAAI 2021. (Earlier version on arXiv)

Khimya Khetarpal, Zafarali Ahmed, Gheorghe Comanici, David Abel, Doina Precup.
ICML 2020.

David Abel, Nathan Umbanhowar, Khimya Khetarpal, Dilip Arumugam, Doina Precup, Michael L. Littman.
AISTATS 2020. (Early version from ICLR 2019 workshop).

Mark K. Ho, David Abel, Jonathan D. Cohen, Michael L. Littman, Thomas L. Griffiths.
AAAI 2020.

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, Carlos G. Correa, Michael L. Littman, Jonathan D. Cohen, Thomas L. Griffiths.
Nature, 2022.

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

Theses

David Abel. Advised by Prof. Michael Littman.
Ph.D Thesis (Computer Science), Brown University, 2020.

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

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

Toward the Defense of Hypercomputation. (Revised Version Coming Eventually)
David Abel. Co-advised by Prof. Anna Moltchanova and Prof. Jason Decker.
Bachelor’s Thesis (Philosophy), Carleton College, 2013.

Workshops, Symposia, and Extended Abstracts

David Abel, André Barreto, Michael Bowling, Will Dabney, Steven Hansen, Anna Harutyunyan, Mark K. Ho, Ramana Kumar, Michael L. Littman, Doina Precup, Satinder Singh.
RLDM 2022.

Jelena Luketina, Sebastian Flennerhag, Yannick Schroecker, David Abel, Tom Zahavy, Satinder Singh.
ICLR Workshop on Agent Learning in Open-Endedness, 2022.

David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh.
IJCAI (Sister Conferences Best Papers Track), 2022.

David Abel, Cameron Allen, Dilip Arumugam, D. Ellis Hershkowitz, Michael L. Littman, Lawson L.S. Wong.
ICML Workshop on Reinforcement Learning Theory, 2021.

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.

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.

Preprints

David Abel, André Barreto, Hado van Hasselt, Benjamin Van Roy, Doina Precup, Satinder Singh.
Preprint, 2023.

Mark K. Ho, David Abel, Carlos G. Correa, Michael L. Littman, Jonathan D. Cohen, Thomas L. Griffiths.
Preprint, 2021.

Kavosh Asadi, David Abel, Michael L. Littman.
Preprint, 2020.

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.