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Employment (1)

ISAE: Toulouse, Midi-Pyrénées, FR

2011-09-01 to present | Professor (DISC)
Employment
Source: Self-asserted source
Emmanuel Rachelson

Education and qualifications (1)

ISAE: Toulouse, Midi-Pyrénées, FR

2005-11-01 to 2008-10-31 | PhD
Education
Source: Self-asserted source
Emmanuel Rachelson

Works (29)

Disentanglement by Cyclic Reconstruction

IEEE Transactions on Neural Networks and Learning Systems
2024 | Journal article
Contributors: David Bertoin; Emmanuel Rachelson
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Crossref

Exploration-Driven Reinforcement Learning for Avionic System Fault Detection (Experience Paper)

2024-09-11 | Conference paper
Contributors: Paul-Antoine Le Tolguenec; Emmanuel Rachelson; Yann Besse; Florent Teichteil-Koenigsbuch; Nicolas Schneider; Hélène Waeselynck; Dennis Wilson
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Quality with Just Enough Diversity in Evolutionary Policy Search

2024-07-14 | Conference paper
Contributors: Paul Templier; Luca Grillotti; Emmanuel Rachelson; Dennis Wilson; Antoine Cully
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Summary of "Curiosity creates Diversity in Policy Search"

2024-07-14 | Conference paper
Contributors: Paul-Antoine Le Tolguenec; Emmanuel Rachelson; Yann Besse; Dennis Wilson
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Curiosity Creates Diversity in Policy Search

ACM Transactions on Evolutionary Learning and Optimization
2023-09-30 | Journal article
Contributors: Paul-Antoine Le Tolguenec; Emmanuel Rachelson; Yann Besse; Dennis G. Wilson
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Crossref

Dynamic unsplittable flows with path-change penalties: New formulations and solution schemes for large instances

Computers & Operations Research
2023-04 | Journal article
Contributors: François Lamothe; Emmanuel Rachelson; Alain Haït; Cédric Baudoin; Jean-Baptiste Dupé
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Crossref

LOOK WHERE YOU LOOK! SALIENCY-GUIDED Q-NETWORKS FOR VISUAL RL TASKS

2022-11-29 | Conference paper
Contributors: David Bertoin; Adil Zouitine; Mehdi Zouitine; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Local Feature Swapping for Generalization in Reinforcement Learning

2022-09-16 | Working paper
Contributors: David Bertoin; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

DISENTANGLEMENT BY CYCLIC RECONSTRUCTION

2021-12-23 | Working paper
Contributors: David Bertoin; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Randomized rounding algorithms for large scale unsplittable flow problems

Journal of Heuristics
2021-12-09 | Journal article
Contributors: François Lamothe; Emmanuel Rachelson; Alain Haït; Cedric Baudoin; Jean-Baptiste Dupé
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Crossref

The aircraft runway scheduling problem: A survey

Computers & Operations Research
2021-08 | Journal article
Contributors: Sana Ikli; Catherine Mancel; Marcel Mongeau; Xavier Olive; Emmanuel Rachelson
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Crossref
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Preferred source (of 2)‎

A geometric encoding for neural network evolution

2021-07-10 | Conference paper
Contributors: Paul Templier; Emmanuel Rachelson; Dennis G Wilson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Coupling Mathematical Optimization and Machine Learning for the Aircraft Landing Problem

2020-06-23 | Conference paper
Contributors: Sana Ikli; Catherine Mancel; Marcel Mongeau; Xavier Olive; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Non-Stationary Markov Decision Processes a Worst-Case Approach using Model-Based Reinforcement Learning

2019 | Conference paper
Contributors: Erwan Lecarpentier; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

An Optimistic Planning Approach for the Aircraft Landing Problem

2019-10-29 | Conference paper
Contributors: Sana Ikli; Catherine Mancel; Marcel Mongeau; Xavier Olive; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Conférence Nationale d'Intelligence Artificielle Année 2019

2019-07 | Book
Contributors: Caroline Chanel; Tiago De Lima; Sylvie Doutre; Amal Elfallah-Seghrouchni; Frederick Garcia; Nathalie Jane Hernandez; Jérôme Lang; Maxime Lefrançois; Juliette Mattioli; Emmanuel Rachelson et al.
Source: Self-asserted source
Emmanuel Rachelson via HAL

Approche de programmation mixte en nombres entiers pour le séquencement d’avions en atterrissage - cas statique

2019-02-19 | Conference paper
Contributors: Sana Ikli; Catherine Mancel; Marcel Mongeau; Xavier Olive; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Multi-label Classification for the Generation of Sub-problems in Time-constrained Combinatorial Optimization

2019-02-19 | Conference paper
Contributors: Luca Mossina; Emmanuel Rachelson; Daniel Delahaye
Source: Self-asserted source
Emmanuel Rachelson via HAL

Open Loop Execution of Tree-Search Algorithms

2018 | Conference paper
Contributors: Erwan Lecarpentier; Guillaume Infantes; Charles Lesire; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Open Loop Execution of Tree-Search Algorithms

2018-07-02 | Conference paper
Contributors: Erwan Lecarpentier; Guillaume Infantes; Charles Lesire; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Application of Multi-label Classification to the Generation of Sub-problems in Combinatorial Optimization

2018-02-26 | Conference paper
Contributors: Luca Mossina; Emmanuel Rachelson; Daniel Delahaye
Source: Self-asserted source
Emmanuel Rachelson via HAL

Approximate inference in related multi-output Gaussian Process Regression

Lecture Notes in Computer Science
2017 | Journal article
Contributors: Ankit Chiplunkar; Emmanuel Rachelson; Michele Colombo; Joseph Morlier
Source: Self-asserted source
Emmanuel Rachelson via HAL

Empirical evaluation of a Q-Learning Algorithm for Model-free Autonomous Soaring

2017-07-06 | Conference paper
Contributors: Erwan Lecarpentier; Sebastian Rapp; Marc Melo; Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

Adding Flight Mechanics to Flight Loads Surrogate Model using Multi-Output Gaussian Processes

2016 | Conference paper
Contributors: Ankit Chiplunkar; Michele Colombo; Emmanuel Rachelson; Joseph Morlier
Source: Self-asserted source
Emmanuel Rachelson via HAL

Sparse Physics-Based Gaussian Process for Multi-output Regression using Variational Inferenc

2016 | Conference paper
Contributors: A. Chiplunkar; E. Rachelson; M. Colombo; Joseph Morlier
Source: Self-asserted source
Emmanuel Rachelson via HAL

Sparse Physics-based Gaussian Process for Multi-output Regression using Variational Inference

2016 | Conference paper
Contributors: Ankit Chiplunkar; Emmanuel Rachelson; Michele Colombo; Joseph Morlier
Source: Self-asserted source
Emmanuel Rachelson via HAL

Identification of Physical Parameters Using Change-Point Kernels

2016-04-05 | Other
Contributors: Ankit Chiplunkar; Emmanuel Rachelson; Michele Colombo; Joseph Morlier
Source: Self-asserted source
Emmanuel Rachelson via HAL

The Optimal swapping problem during nuclear refueling operations

2014 | Conference paper
Contributors: Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL

The Optimal Swapping Problem during Nuclear Refueling Operations

2014-02-26 | Conference paper
Contributors: Emmanuel Rachelson
Source: Self-asserted source
Emmanuel Rachelson via HAL