Francesco Romano
5 papers · 2014–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
Conferences
CORL (2)
ICML (1)
L4DC (1)
RSS (1)
Top co-authors
Keywords
deep reinforcement learning
(1)
offline reinforcement learning
(1)
sim-to-real transfer
(1)
robot learning
(1)
optimal control
(1)
continuous control
(1)
continuous action space
(1)
fluid dynamics
(1)
model-free reinforcement learning
(1)
action space
(1)
robotic hardware
(1)
bipedal locomotion
(1)
proprioceptive sensing
(1)
hybrid reinforcement learning
(1)
discrete action space
(1)
rigid body control
(1)
off-policy deep reinforcement learning
(1)
discrete control
(1)
variable stiffness actuator
(1)
stiction compensation
(1)
Papers
EvoControl: Multi-Frequency Bi-Level Control for High-Frequency Continuous Control
ICML 2025
Real-world fluid directed rigid body control via deep reinforcement learning
L4DC 2024
Towards Real Robot Learning in the Wild: A Case Study in Bipedal Locomotion
CORL 2021
Continuous-Discrete Reinforcement Learning for Hybrid Control in Robotics
CORL 2019
Stiction Compensation in Agonist-Antagonist Variable Stiffness Actuators
RSS 2014