Search Results for author: Parham M. Kebria

Found 5 papers, 2 papers with code

Leveraging Optimal Transport for Enhanced Offline Reinforcement Learning in Surgical Robotic Environments

no code implementations13 Oct 2023 Maryam Zare, Parham M. Kebria, Abbas Khosravi

In this paper, we introduce Optimal Transport Reward (OTR) labelling, an innovative algorithm designed to assign rewards to offline trajectories, using a small number of high-quality expert demonstrations.

Active Learning Offline RL +1

A Review of Machine Learning-based Security in Cloud Computing

no code implementations10 Sep 2023 Aptin Babaei, Parham M. Kebria, Mohsen Moradi Dalvand, Saeid Nahavandi

Cloud Computing (CC) is revolutionizing the way IT resources are delivered to users, allowing them to access and manage their systems with increased cost-effectiveness and simplified infrastructure.

Cloud Computing

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