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Robert Loftin
Lecturer, University of Sheffield
Joined
July 2019
Names
Robert Loftin
(Preferred)
,
Robert Tyler Loftin
,
Robert T. Loftin
Emails
****@microsoft.com
(Confirmed)
,
****@ncsu.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@tudelft.nl
(Confirmed)
,
****@sheffield.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Lecturer
University of Sheffield
(sheffield.ac.uk)
2023
–
Present
Postdoc
Delft University of Technology
(tudelft.nl)
2021
–
2023
Postdoc
Microsoft
(microsoft.com)
2019
–
2021
PhD student
North Carolina State University
(ncsu.edu)
2011
–
2019
Undergrad student
Georgia Institute of Technology
(gatech.edu)
2008
–
2011
Advisors, Relations & Conflicts
Coauthor
Saptarashmi Bandyopadhyay
2022
–
2025
Coauthor
Erman Acar
2022
–
2025
Coauthor
Ayhan Alp Aydeniz
2022
–
2025
Coauthor
Mustafa Mert Çelikok
2021
–
2025
Coauthor
Bei Peng
2013
–
2025
Coauthor
Frans A Oliehoek
2021
–
2024
Coauthor
Samuel Kaski
2021
–
2024
Coauthor
Herke van Hoof
2021
–
2024
Coauthor
Kamil Ciosek
2019
–
2021
Postdoc Advisor
Katja Hofmann
2019
–
2021
Postdoc Advisor
Sam Devlin
2019
–
2021
PhD Advisor
David L. Roberts
2011
–
2019
Coauthor
Michael L. Littman
2011
–
2019
Coauthor
Matthew E. Taylor
2011
–
2019
Expertise
reinforcement learning
Present
learning from feedback
Present
interactive learning
Present
imitation learning
Present
Publications
ConventionPlay: Capability-Limited Training for Robust Ad-Hoc Collaboration
Abhishek Sriraman
,
Eleni Vasilaki
,
Robert Loftin
ALA 2026
Readers:
Everyone
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
Robert T. Loftin
,
Mustafa Mert Çelikok
,
Herke van Hoof
,
Samuel Kaski
,
Frans A. Oliehoek
AAMAS 2024
Readers:
Everyone
On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents
Robert Loftin
,
Saptarashmi Bandyopadhyay
,
Mustafa Mert Çelikok
CoRR 2024
Readers:
Everyone
Safe Multiagent Coordination via Entropic Exploration
Ayhan Alp Aydeniz
,
Enrico Marchesini
,
Robert Tyler Loftin
,
Christopher Amato
,
Kagan Tumer
CoRR 2024
Readers:
Everyone
Novelty Seeking Multiagent Evolutionary Reinforcement Learning
Ayhan Alp Aydeniz
,
Robert Tyler Loftin
,
Kagan Tumer
GECCO 2023
Readers:
Everyone
Towards a Unifying Model of Rationality in Multiagent Systems
Robert Tyler Loftin
,
Mustafa Mert Çelikok
,
Frans A. Oliehoek
CoRR 2023
Readers:
Everyone
Uncoupled Learning of Differential Stackelberg Equilibria with Commitments
Robert Loftin
,
Mustafa Mert Çelikok
,
Herke van Hoof
,
Samuel Kaski
,
Frans A. Oliehoek
2023 (modified: 20 Apr 2023)
CoRR 2023
Readers:
Everyone
Entropy Maximization in High Dimensional Multiagent State Spaces
Ayhan Alp Aydeniz
,
Enrico Marchesini
,
Robert Tyler Loftin
,
Kagan Tumer
Published: 01 Jan 2023, Last Modified: 07 Mar 2024
MRS 2023
Readers:
Everyone
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games
Robert Loftin
,
Frans A. Oliehoek
Published: 01 Jan 2022, Last Modified: 16 May 2023
ICML 2022
Readers:
Everyone
On the Impossibility of Learning to Cooperate with Adaptive Partner Strategies in Repeated Games
Robert Loftin
,
Frans A. Oliehoek
Published: 01 Jan 2022, Last Modified: 16 May 2023
CoRR 2022
Readers:
Everyone
View all 27 publications
Co-Authors
Aadirupa Saha
Abhishek Sriraman
Alper Bozkurt
Ayhan Alp Aydeniz
Barbara L. Sherman
Bei Peng
Christian Bird
Christopher Amato
David L. Roberts
Edward K. Smith
Eleni Vasilaki
Emerson R. Murphy-Hill
Enrico Marchesini
Frans A. Oliehoek
Guan Wang
Herke van Hoof
James MacGlashan
Jeff Huang
John Majikes
Kagan Tumer
Kamil Ciosek
Katja Hofmann
Mark K. Ho
Matthew E. Taylor
Michael L. Littman
View all 34 co-authors