Search Results for author:
Found 5 papers, 1 papers with code
Grouping of $N-1$ Contingencies for Controller Synthesis: A Study for Power Line Failures
The problem of maintaining power system stability and performance after the failure of any single line in a power system (an "N-1 contingency") is investigated.
Certifying Stability and Performance of Uncertain Differential-Algebraic Systems: A Dissipativity Framework
This paper presents a novel framework for characterizing dissipativity of uncertain systems whose dynamics evolve according to differential-algebraic equations.
PD-MORL: Preference-Driven Multi-Objective Reinforcement Learning Algorithm
To this end, we propose a novel MORL algorithm that trains a single universal network to cover the entire preference space scalable to continuous robotic tasks.
Continuous Control
Multi-Objective Reinforcement Learning
+1
Hypervector Design for Efficient Hyperdimensional Computing on Edge Devices
The proposed approach decreases the hypervector dimension by more than $32\times$ while maintaining or increasing the accuracy achieved by conventional HDC.
Transfer Learning for Human Activity Recognition using Representational Analysis of Neural Networks
The typical approach is training a HAR classifier offline with known users and then using the same classifier for new users.
