Publications (43)
Open-Ended Evolutionary Robotics: an Information Theoretic Approach
Pierre Delarboulas, Marc Schoenauer, Michèle Sebag
Artificial Agents and Speculative Bubbles
Yann Semet, Sylvain Gelly, Marc Schoenauer +1
Quality Measures of Parameter Tuning for Aggregated Multi-Objective Temporal Planning
Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal +2
Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm
Marti Luis, Fansi-Tchango Arsene, Navarro Laurent +1
Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection
Christian Gagné, Marc Schoenauer, Michèle Sebag +1
Sustainable Cooperative Coevolution with a Multi-Armed Bandit
François-Michel De Rainville, Michèle Sebag, Christian Gagné +2
Using Domain Knowledge in Evolutionary System Identification
Marc Schoenauer, Michèle Sebag
Computational Methods for Probabilistic Inference of Sector Congestion in Air Traffic Management
Gaétan Marceau, Pierre Savéant, Marc Schoenauer
French Roadmap for complex Systems 2008-2009
Paul Bourgine, David Chavalarias, Edith Perrier +78
Toward Optimal Run Racing: Application to Deep Learning Calibration
Olivier Bousquet, Sylvain Gelly, Karol Kurach +4
Introducing machine learning for power system operation support
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer +2
Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem
Gaétan Marceau, Pierre Savéant, Marc Schoenauer
GUIDE: Unifying Evolutionary Engines through a Graphical User Interface
Pierre Collet, Marc Schoenauer
On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints
Maryam Hasani-Shoreh, MarÃa-Yaneli Ameca-Alducin, Wilson Blaikie +2
Ensemble Learning for Free with Evolutionary Algorithms ?
Christian Gagné, Michèle Sebag, Marc Schoenauer +1
An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling
Marc Schoenauer, Yann Semet
Stochastic Gradient Descent: Going As Fast As Possible But Not Faster
Alice Schoenauer-Sebag, Marc Schoenauer, Michèle Sebag
Evolving Genes to Balance a Pole
Miguel Nicolau, Marc Schoenauer, W. Banzhaf
Anticipating contingengies in power grids using fast neural net screening
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer +2
Fast Power system security analysis with Guided Dropout
Benjamin Donnot, Isabelle Guyon, Marc Schoenauer +2
Divide-and-Evolve: a New Memetic Scheme for Domain-Independent Temporal Planning
Marc Schoenauer, Pierre Savéant, Vincent Vidal
Multi-Objective AI Planning: Comparing Aggregation and Pareto Approaches
Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal +2
Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling
Thomas Philip Runarsson, Marc Schoenauer, Michèle Sebag
Optimization of computational budget for power system risk assessment
Benjamin Donnot, Isabelle Guyon, Antoine Marot +2
Multi-Domain Adversarial Learning
Alice Schoenauer-Sebag, Louise Heinrich, Marc Schoenauer +3
ATNoSFERES revisited
Samuel Landau, Olivier Sigaud, Marc Schoenauer
Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
Alternative Restart Strategies for CMA-ES
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
Robust Multi-Cellular Developmental Design
Alexandre Devert, Nicolas Bredèche, Marc Schoenauer
Evolution of Voronoi based Fuzzy Recurrent Controllers
Carlos Kavka, Patricia Roggero, Marc Schoenauer
APRIL: Active Preference-learning based Reinforcement Learning
Riad Akrour, Marc Schoenauer, Michèle Sebag
Maximum Likelihood-based Online Adaptation of Hyper-parameters in CMA-ES
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag +1
Evolving Symbolic Controllers
Nicolas Godzik, Marc Schoenauer, Michèle Sebag
Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
KL-based Control of the Learning Schedule for Surrogate Black-Box Optimization
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag
Multiobjective Tactical Planning under Uncertainty for Air Traffic Flow and Capacity Management
Gaétan Marceau, Pierre Savéant, Marc Schoenauer
Optimising the topology of complex neural networks
Fei Jiang, Hugues Berry, Marc Schoenauer
Multi-Objective AI Planning: Evaluating DAE-YAHSP on a Tunable Benchmark
Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal +2
Genetic Programming, Validation Sets, and Parsimony Pressure
Christian Gagné, Marc Schoenauer, Marc Parizeau +1
Evolutionary Computing
Aguston E. Eiben, Marc Schoenauer
Racing Multi-Objective Selection Probabilities
Gaétan Marceau, Marc Schoenauer
On the Benefits of Inoculation, an Example in Train Scheduling
Yann Semet, Marc Schoenauer
Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy
Ilya Loshchilov, Marc Schoenauer, Michèle Sebag