Results 41 to 50 of about 2,593 (166)

Sparse Wide-Area Control of Power Systems using Data-driven Reinforcement Learning

open access: yes, 2018
In this paper we present an online wide-area oscillation damping control (WAC) design for uncertain models of power systems using ideas from reinforcement learning.
Chakrabortty, Aranya   +2 more
core   +1 more source

Adaptive Resource Management Framework for Profit Optimisation in 5G Network Slicing

open access: yesIET Networks, Volume 14, Issue 1, January/December 2025.
This paper proposes a novel optimisation framework for dynamic resource management in 5G network slicing, integrating integer linear programming (ILP) and heuristic models to prioritise high‐revenue slices while minimising reconfiguration costs. Simulations show a 24.8% increase in resource utilisation and a 98.99% boost in profitability compared to a ...
Simon Atuah Asakipaam   +5 more
wiley   +1 more source

Identification and stochastic control of helicopter dynamic modes [PDF]

open access: yes
A general treatment of parameter identification and stochastic control for use on helicopter dynamic systems is presented. Rotor dynamic models, including specific applications to rotor blade flapping and the helicopter ground resonance problem are ...
Bar-Shalom, Y., Molusis, J. A.
core   +1 more source

Robust Multi‐Agent Reinforcement Learning Against Adversarial Attacks for Cooperative Self‐Driving Vehicles

open access: yesIET Radar, Sonar &Navigation, Volume 19, Issue 1, January/December 2025.
To ensure the safety and reliability of multi‐agent autonomous driving systems, this paper proposes a robust constrained cooperative multi‐agent reinforcement learning (R‐CCMARL) algorithm for self‐driving vehicles, enabling robust driving policy to handle strong and unpredictable adversarial attacks.
Chuyao Wang, Ziwei Wang, Nabil Aouf
wiley   +1 more source

Dueling algorithms [PDF]

open access: yes, 2011
We revisit classic algorithmic search and optimization problems from the perspective of competition. Rather than a single optimizer minimizing expected cost, we consider a zero-sum game in which an optimization problem is presented to two players, whose ...
Immorlica, Nicole   +5 more
core   +1 more source

Guest Editorial: Knowledge‐Based Control and Optimization for Smart Energy Systems

open access: yes
IET Control Theory &Applications, Volume 19, Issue 1, January/December 2025.
Fang Fang   +3 more
wiley   +1 more source

On Spatial Point Processes with Uniform Births and Deaths by Random Connection

open access: yes, 2014
This paper is focused on a class of spatial birth and death process of the Euclidean space where the birth rate is constant and the death rate of a given point is the shot noise created at its location by the other points of the current configuration for
Baccelli, Francois   +2 more
core   +1 more source

Deep Learning: Our Miraculous Year 1990-1991

open access: yes, 2020
In 2020, we will celebrate that many of the basic ideas behind the deep learning revolution were published three decades ago within fewer than 12 months in our "Annus Mirabilis" or "Miraculous Year" 1990-1991 at TU Munich.
Schmidhuber, Juergen
core  

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