Reinforcement-learning for sampling design in Markov random fields

Regis Sabbadin , Nathalie Dubois Peyrard , Mathieu Bonneau
International Conference on Computational Statistics 12

2012
Dynamic reserve design in the face of climate change and urbanization

Stephanie S Romañach , Fred A Johnson , Bradley Stith , Mathieu Bonneau

2015
Que nous disent les réseaux d'observatoires sur les réactions de la flore adventice aux évolutions des pratiques agricoles ?

Sabrina Gaba , M. Délos , Guillaume Fried , Xavier Reboud
Innovations Agronomiques 28 127 -140

1
2013
Control of nematodes at different life stages, which stage should we target?

Rémy Arquet , Jean-Christophe Bambou , Harry Archimède , Carine Marie-Magdeleine
Modelling in Animal Health conference - ModAH 2017

2017
Optimal control of an invasive using reaction diffusion model and linear programming

Frank Mazzotti , Julien Martin , Mathieu Bonneau , Christina M Romagosa
GEER 2017

2017
A hidden Markov random field approach for control prioritization based on noisy observations

Julien Martin , Mathieu Bonneau , Christina Romagosa , A Fred Johnson
101 st ESA Annual Meeting Ecological Society of America

2016
Integrating lethal collision risk from watercraft into optimal designs zones for marine mammals

Stacie Koslovsky , Eliezer Gurarie , Robert Fletcher , Julien Martin
101 st ESA Annual Meeting Ecological Society of America

2016
Decision analysis for optimal control of invasive species in the Everglades

Fred A Johnson , Mathieu Bonneau , Julien Martin , Christina M Romagosa
101 st ESA Annual Meeting Ecological Society of America

2016
Goats worm burden variability also results from non-homogeneous larval intake.

Mathieu Bonneau , Jean-Christophe Bambou , Nathalie Mandonnet , Rémy Arquet
Scientific Reports 8 ( 1) 15987

1
2018
Optimal spatial allocation of control effort to manage invasives in the face of imperfect detection and misclassification.

Mathieu Bonneau , Julien Martin , Nathalie Peyrard , Leroy Rodgers
Ecological Modelling 392 108 -116

7
2019
Spatially explicit control of invasive species using a reaction–diffusion model

Mathieu Bonneau , Fred A. Johnson , Christina M. Romagosa
Ecological Modelling 337 ( 337) 15 -24

9
2016
Dynamic minimum set problem for reserve design: Heuristic solutions for large problems.

Régis Sabbadin , Fred A Johnson , Bradley Stith ,
PLOS ONE 13 ( 3) 0193093

2
2018
Optimal control of an invasive species using a reaction-diffusion model and linear programming

Mathieu Bonneau , Fred A. Johnson , Brian J. Smith , Christina M. Romagosa
Ecosphere 8 ( 10) 1 -17

7
2017
Mixed grazing of adult goats and cattle: Lessons from long-term monitoring.

Maurice Mahieu , Rémy Arquet , Jérôme Fleury , Mathieu Bonneau
Veterinary Parasitology 280 109087

1
2020
Sampling for weed spatial distribution mapping need not be adaptive

Mathieu Bonneau , Nathalie Peyrard , Sabrina Gaba , Régis Sabbadin
Environmental and Ecological Statistics 23 ( 2) 233 -255

1
2016
Integrating encounter theory with decision analysis to evaluate collision risk and determine optimal protection zones for wildlife

Bradley J. Udell , Julien Martin , Robert J. Fletcher , Mathieu Bonneau
Journal of Applied Ecology 56 ( 5) 1050 -1062

8
2019
Reinforcement learning-based design of sampling policies under cost constraints in Markov random fields: Application to weed map reconstruction

Mathieu Bonneau , Sabrina Gaba , Nathalie Peyrard , Régis Sabbadin
Computational Statistics & Data Analysis 72 30 -44

10
2014
A non-invasive radar system for automated behavioural tracking: application to sheep

Alexandre Dore , Cristian Pasquaretta , Dominique henry , Edmond Ricard
bioRxiv

2020
Automatic activity tracking of goats using drone camera

Jehan-Antoine Vayssade , Rémy Arquet , Mathieu Bonneau
Computers and Electronics in Agriculture 162 767 -772

17
2019
Outdoor animal tracking combining neural network and time-lapse cameras

Mathieu Bonneau , Jehan-Antoine Vayssade , Willy Troupe , Rémy Arquet
Computers and Electronics in Agriculture 168 105150

12
2020