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Steven Morad
Assistant Professor, University of Macau
Joined
June 2021
Names
Steven Morad
(Preferred)
,
Steven Dariush Morad
,
Steven D Morad
,
Steven D. Morad
Emails
****@gmail.com
(Confirmed)
,
****@cam.ac.uk
(Confirmed)
,
****@email.arizona.edu
,
****@um.edu.mo
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
University of Macau
(um.edu.mo)
2024
–
Present
PhD student
University of Cambridge
(cam.ac.uk)
2021
–
2024
MS student
University of Arizona
(arizona.edu)
2017
–
2019
Undergrad student
University of California, Santa Cruz
(ucsc.edu)
2011
–
2015
Advisors, Relations & Conflicts
PhD Advisor
Amanda Prorok
2021
–
2024
Coauthor
Ryan Kortvelesy
2021
–
2024
Coauthor
Matteo Bettini
2021
–
2024
Coauthor
Chris Lu
2021
–
2024
Expertise
reinforcement learning
2021
–
Present
memory
2021
–
Present
Publications
Investigating Memory in RL with POPGym Arcade
Zekang Wang
,
Zhe He
,
Borong Zhang
,
Edan Toledo
,
Steven Morad
Submitted to ICLR 2026
Readers:
Everyone
CoViS-Net: A Cooperative Visual Spatial Foundation Model for Multi-Robot Applications
Jan Blumenkamp
,
Steven Morad
,
Jennifer Gielis
,
Amanda Prorok
CoRL 2024
Readers:
Everyone
Recurrent Reinforcement Learning with Memoroids
Steven Morad
,
Chris Lu
,
Ryan Kortvelesy
,
Stephan Liwicki
,
Jakob Nicolaus Foerster
,
Amanda Prorok
NeurIPS 2024 poster
Readers:
Everyone
Generalising Multi-Agent Cooperation through Task-Agnostic Communication
Dulhan Jayalath
,
Steven Morad
,
Amanda Prorok
Submitted to ICLR 2024
Readers:
Everyone
Generalised f-Mean Aggregation for Graph Neural Networks
Ryan Kortvelesy
,
Steven Morad
,
Amanda Prorok
NeurIPS 2023 poster
Readers:
Everyone
Reinforcement Learning with Fast and Forgetful Memory
Steven Morad
,
Ryan Kortvelesy
,
Stephan Liwicki
,
Amanda Prorok
NeurIPS 2023 poster
Readers:
Everyone
Permutation-Invariant Set Autoencoders with Fixed-Size Embeddings for Multi-Agent Learning
Ryan Kortvelesy
,
Steven D. Morad
,
Amanda Prorok
2023 (modified: 25 Apr 2023)
CoRR 2023
Readers:
Everyone
POPGym: Benchmarking Partially Observable Reinforcement Learning
Steven D. Morad
,
Ryan Kortvelesy
,
Matteo Bettini
,
Stephan Liwicki
,
Amanda Prorok
2023 (modified: 25 Apr 2023)
CoRR 2023
Readers:
Everyone
POPGym: Benchmarking Partially Observable Reinforcement Learning
Steven Morad
,
Ryan Kortvelesy
,
Matteo Bettini
,
Stephan Liwicki
,
Amanda Prorok
Published: 01 Feb 2023, Last Modified: 14 Jan 2026
ICLR 2023 poster
Readers:
Everyone
A Framework for Real-World Multi-Robot Systems Running Decentralized GNN-Based Policies
Jan Blumenkamp
,
Steven D. Morad
,
Jennifer Gielis
,
Qingbiao Li
,
Amanda Prorok
2022 (modified: 25 Apr 2023)
ICRA 2022
Readers:
Everyone
View all 18 publications
Co-Authors
Aaron Parness
Amanda Prorok
Borong Zhang
Chris Lu
Dulhan Jayalath
Edan Toledo
Jakob Nicolaus Foerster
Jan Blumenkamp
Jennifer Gielis
Jeremy Nash
Kobus Barnard
Matteo Bettini
Qingbiao Li
Roberto Cipolla
Roberto Mecca
Rudra P. K. Poudel
Russell Smith
Ryan Kortvelesy
Shoya Higa
Stephan Liwicki
Zekang Wang
Zhe He