output
20122025
most citedUnit Commitment using Nearest Neighbor as a Short-Term Proxy

9 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions

8 papers

astro-ph.EP2025

Panchromatic characterization of the Y0 brown dwarf WISEP J173835.52+273258.9 using JWST/MIRI

Malavika Vasist, Paul Mollire, Helena Kühnle +9

Cold brown dwarf atmospheres are good training grounds for analyzing temperate giant planets. WISEP J173835.52+273258.9 (WISE 1738) is an isolated Y0 brown dwarf with a temperature…

cs.PF2025

A Methodology to Evaluate Strategies Predicting Rankings on Unseen Domains

Sébastien Piérard, Adrien Deliège, Anaïs Halin +1

Frequently, multiple entities (methods, algorithms, procedures, solutions, etc.) can be developed for a common task and applied across various domains that differ in the distributi…

stat.ML2018★ 6 cited

Deep Quality-Value (DQV) Learning

Matthia Sabatelli, Gilles Louppe, Pierre Geurts +1

We introduce a novel Deep Reinforcement Learning (DRL) algorithm called Deep Quality-Value (DQV) Learning. DQV uses temporal-difference learning to train a Value neural network and…

eess.SY2017

Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty

Aivar Sootla, Damien Ernst

In applications, such as biomedicine and systems/synthetic biology, technical limitations in actuation complicate implementation of time-varying control signals. In order to allevi…

q-bio.NC2017

Excitable behaviors

Rodolphe Sepulchre, Guillaume Drion, Alessio Franci

This chapter revisits the concept of excitability, a basic system property of neurons. The focus is on excitable systems regarded as behaviors rather than dynamical systems. By thi…

cs.LG2016★ 9 cited

Unit Commitment using Nearest Neighbor as a Short-Term Proxy

Gal Dalal, Elad Gilboa, Shie Mannor +1

We devise the Unit Commitment Nearest Neighbor (UCNN) algorithm to be used as a proxy for quickly approximating outcomes of short-term decisions, to make tractable hierarchical lon…

eess.SY2012

Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search

Tobias Jung, Louis Wehenkel, Damien Ernst +1

Direct policy search (DPS) and look-ahead tree (LT) policies are two widely used classes of techniques to produce high performance policies for sequential decision-making problems.…

cs.NI2012

Outbound SPIT Filter with Optimal Performance Guarantees

Tobias Jung, Sylvain Martin, Mohamed Nassar +2

This paper presents a formal framework for identifying and filtering SPIT calls (SPam in Internet Telephony) in an outbound scenario with provable optimal performance. In so doing,…