Konstantinos Gatsis
University of Oxford
H-index: 18
Europe-United Kingdom
Top articles of Konstantinos Gatsis
NLBAC: A Neural Ordinary Differential Equations-based Framework for Stable and Safe Reinforcement Learning
arXiv preprint arXiv:2401.13148
2024/1/23
Konstantinos Gatsis
H-Index: 14
Antonis Papachristodoulou
H-Index: 31
Stable and Safe Reinforcement Learning via a Barrier-Lyapunov Actor-Critic Approach
2023/12/13
Konstantinos Gatsis
H-Index: 14
Antonis Papachristodoulou
H-Index: 31
Scalable forward reachability analysis of multi-agent systems with neural network controllers
2023/12/13
Matthew Newton
H-Index: 0
Konstantinos Gatsis
H-Index: 14
Homomorphically encrypted gradient descent algorithms for quadratic programming
2023/12/13
Konstantinos Gatsis
H-Index: 14
Kostas Margellos
H-Index: 19
Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs
2023/10/31
Konstantinos Gatsis
H-Index: 14
Learning Robust State Observers using Neural ODEs
2023/6/6
Konstantinos Gatsis
H-Index: 14
Large-Scale Graph Reinforcement Learning in Wireless Control Systems
arXiv preprint arXiv:2201.09859
2022/1/24
Federated reinforcement learning at the edge: Exploring the learning-communication tradeoff
Proceedings of the European Control Conference 2022
2022
Model-free design of control systems over wireless fading channels
Signal Processing
2022/8/1
Age of information in random access channels
IEEE Transactions on Information Theory
2022/6/8
Xingran Chen
H-Index: 7
Konstantinos Gatsis
H-Index: 14
Hamed Hassani
H-Index: 27
Shirin Saeedi Bidokhti
H-Index: 12
Reinforcement Learning for Control Using Value Function Approximation
2021/8/4
Konstantinos Gatsis
H-Index: 14
Linear Regression over Networks with Communication Guarantees
2021/5/29
Konstantinos Gatsis
H-Index: 14
Adaptive scheduling for machine learning tasks over networks
2021/5/25
Konstantinos Gatsis
H-Index: 14
Statistical learning for analysis of networked control systems over unknown channels
Automatica
2021/3/1
Konstantinos Gatsis
H-Index: 14
Cloud-based quadratic optimization with partially homomorphic encryption
IEEE Transactions on Automatic Control
2020/6/30
Resource Allocation in Wireless Control Systems via Deep Policy Gradient
2020/5/26
Latency-reliability tradeoffs for state estimation
IEEE Transactions on Automatic Control
2020/5/4
Konstantinos Gatsis
H-Index: 14
Hamed Hassani
H-Index: 27
Non-Cooperative Distributed MPC with Iterative Learning
IFAC-PapersOnLine
2020/1/1
Resource allocation in large-scale wireless control systems with graph neural networks
IFAC-PapersOnLine
2020
Learning to control over unknown wireless channels
IFAC-PapersOnLine
2020
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