Isidoros Marougkas

dblp:263/7054 · DBLP profile ↗
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1ranked-venue papers
1as first author
1since 2021 · last 2025
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 first-author · 1 since 2021Systems, architecture and hardware · 1 · 1 first-author · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
1 paper
Motion planning and robot control · 70% Transfer learning and domain adaptation · 23% Robot manipulation · 7%

Topics — the 5 heaviest of 5, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Robotics › Motion planning and robot control › robot control
model-based control
0.912025
Integrating Model-Based Control and RL for Sim2Real Transfer of Tight Insertion Policies · ICRA 2025
Robotics › Motion planning and robot control
robot control
0.912025
Integrating Model-Based Control and RL for Sim2Real Transfer of Tight Insertion Policies · ICRA 2025
Robotics › Motion planning and robot control
robot learning
0.912025
Integrating Model-Based Control and RL for Sim2Real Transfer of Tight Insertion Policies · ICRA 2025
Machine learning › Transfer learning and domain adaptation
sim-to-real transfer
0.912025
Integrating Model-Based Control and RL for Sim2Real Transfer of Tight Insertion Policies · ICRA 2025
Robotics › Robot manipulation › assembly
insertion task
0.312025
Integrating Model-Based Control and RL for Sim2Real Transfer of Tight Insertion Policies · ICRA 2025

Methods — techniques the papers use, named apart from their topics

reinforcement learning · 0.9model-based control · 0.9
YearPublicationVenuePosition
2025 Integrating Model-Based Control and RL for Sim2Real Transfer of Tight Insertion Policies
abstract
Object insertion under tight tolerances (
Isidoros Marougkas, Dhruv Metha Ramesh, Joe Doerr, Edgar Granados, Aravind Sivaramakrishnan, Abdeslam Boularias, Kostas E. Bekris
ICRA1