BIG Hype: Best intervention in games via distributed hypergradient descent
Hierarchical decision making problems, such as bilevel programs and Stackelberg games,
are attracting increasing interest in both the engineering and machine learning communities …
are attracting increasing interest in both the engineering and machine learning communities …
ELEKTRA: Empowering prosumers with distributed prosumer grou** and game-theoretic energy procurement
In this paper, the ELEKTRA framework is introduced, a novel community energy
management system that organizes the prosumers into autonomous communities and …
management system that organizes the prosumers into autonomous communities and …
Decentralized and Privacy-Preserving Learning of Approximate Stackelberg Solutions in Energy Trading Games With Demand Response Aggregators
In the pathway to 2030 electricity generation decarbonization and 2050 net-zero economies,
scalable integration of distributed load can support environmental goals and also help …
scalable integration of distributed load can support environmental goals and also help …
Aggregating distributed energy resources for grid flexibility services: A distributed game theoretic approach
We propose a hierarchical energy management scheme for aggregating Distributed Energy
Resources (DERs) for grid flexibility services. To prevent a direct participation of numerous …
Resources (DERs) for grid flexibility services. To prevent a direct participation of numerous …
Generalized uncertain Nash games: Reformulation and robust equilibrium seeking
We consider generalized Nash equilibrium problems (GNEPs) with linear coupling
constraints affected by both local (ie, agent-wise) and global (ie, shared resources) …
constraints affected by both local (ie, agent-wise) and global (ie, shared resources) …
Generalized uncertain Nash games: Reformulation and robust equilibrium seeking--Extended version
We consider generalized Nash equilibrium problems (GNEPs) with linear coupling
constraints affected by both local (ie, agent-wise) and global (ie, shared resources) …
constraints affected by both local (ie, agent-wise) and global (ie, shared resources) …
On decentralized computation of the leader's strategy in bi-level games
Motivated by the omnipresence of hierarchical structures in many real-world applications,
this study delves into the intricate realm of bi-level games, with a specific focus on exploring …
this study delves into the intricate realm of bi-level games, with a specific focus on exploring …
A Receding Horizon Scheme for EV Charging Stations in Demand Response Programs
Demand response is expected to play a fundamental role in providing flexibility for
balancing operations to the grid. On the other hand, the fast electrification of the …
balancing operations to the grid. On the other hand, the fast electrification of the …
Electric Vehicle Charging Station Pricing Control under Balancing Reserve Capacity Commitments
Electric vehicle charging stations are expected to become key players in the future
sustainable power system. We propose a framework for using them to provide balancing …
sustainable power system. We propose a framework for using them to provide balancing …
Designing Optimal Personalized Incentive for Traffic Routing using BIG Hype
We study the problem of routing plug-in electric and conventional fuel vehicles on a city
scale using incentives. In our model, commuters selfishly aim to minimize a local cost that …
scale using incentives. In our model, commuters selfishly aim to minimize a local cost that …