Bibliography

Publications of the year

Doctoral Dissertations and Habilitation Theses

1T. Navarrete Gutierrez.

Une architecture de contrôle de systèmes complexes basée sur la simulation multi-agent., Université de Lorraine, October 2012.

http://hal.inria.fr/tel-00758118

Articles in International Peer-Reviewed Journals

2O. Bouré, N. Fatès, V. Chevrier.

Probing robustness of cellular automata through variations of asynchronous updating, in: Natural Computing, 2012, vol. 11, n^o 4, p. 553-564. [ DOI : 10.1007/s11047-012-9340-y ]

http://hal.inria.fr/hal-00658754
3N. Fatès.

Stochastic Cellular Automata Solutions to the Density Classification Problem - When randomness helps computing, in: Theory of Computing Systems, 2012, Extended version of the Stacs 2011 proceedings paper. To apeear in TOCS journal (Springer) doi : 10.1007/s00224-012-9386-3. [ DOI : 10.1007/s00224-012-9386-3 ]

http://hal.inria.fr/inria-00608485
4N. Fatès.

Turing et la dimension ontologique du jeu, in: Philosophia scientiae, 2012, vol. 16, n^o 3, p. 7-16.

http://hal.inria.fr/hal-00751540
5N. Fatès, N. Vlassopoulos.

A Robust Scheme for Aggregating Quasi-Blind Robots in an Active Environment, in: International Journal of Swarm Intelligence Research, 2012, vol. 3, n^o 3, p. 66-80.

http://hal.inria.fr/hal-00740630
6J. Hoffmann, I. Weber, F. Kraft.

SAP Speaks PDDL: Exploiting a Software-Engineering Model for Planning in Business Process Management, in: Journal of Artificial Intelligence Research, July 2012, vol. 44, p. 587-632. [ DOI : 10.1613/jair.3636 ]

http://hal.inria.fr/hal-00765034
7N. Vlassopoulos, N. Fatès, H. Berry, B. Girau.

Large-scale Simulations on FPGAs: Finding the Asymptotic Critical Threshold of the Greenberg-Hastings Cellular Automata, in: Journal of Cellular Automata, 2012, vol. 7, n^o 1, p. 5-29.

http://hal.inria.fr/hal-00644660

Articles in National Peer-Reviewed Journals

8A. Bautin, O. Simonin, F. Charpillet.

Stratégie d'exploration multirobot fondée sur les champs de potentiels artificiels, in: Revue d'Intelligence Artificielle, November 2012, vol. 26, n^o 5, p. 523-542. [ DOI : 10.3166/ria.26.523-542 ]

http://hal.inria.fr/hal-00757894

International Conferences with Proceedings

9M. Araya-López, V. Thomas, O. Buffet.

Near-Optimal BRL using Optimistic Local Transitions, in: International Conference on Machine Learning - ICML 2012, Edimburgh, United Kingdom, June 2012.

http://hal.inria.fr/hal-00755270
10A. Bautin, O. Simonin, F. Charpillet.

MinPos : A Novel Frontier Allocation Algorithm for Multi-robot Exploration, in: ICIRA - 5th International Conference on Intelligent Robotics and Applications - 2012, Montréal, Canada, C.-Y. Su, S. Rakheja, H. Liu (editors), Lecture Notes in Computer Science, Springer, October 2012, vol. 7507, p. 496-508, The original publication is available at www.springerlink.com. [ DOI : 10.1007/978-3-642-33515-0_49 ]

http://hal.inria.fr/hal-00757960
11O. Bouré, N. Fatès, V. Chevrier.

First steps on asynchronous lattice-gas models with an application to a swarming rule, in: 10th International Conference on Cellular Automata for Research and Industry, Fira, Greece, G. C. Sirakoulis, S. Bandini (editors), Srpinger Heidelberg, 2012, vol. 7495, 11 p.

http://hal.inria.fr/hal-00687987
12O. Buffet, C.-S. Lee, W. Lin, O. Teytaud.

Optimistic Heuristics for MineSweeper, in: International Computer Symposium, Hualien, Taiwan, Province Of China, 2012.

http://hal.inria.fr/hal-00750577
13B. Camus, J. Siebert, C. Bourjot, V. Chevrier.

Modélisation multi-niveaux dans AA4MM, in: Journées Francophones sur les Systèmes Multi-Agents, Honfleur, France, P. Chevailler, B. Mermet (editors), Cépaduès, October 2012, p. 43-52.

http://hal.inria.fr/hal-00744195
14I. Chadès, J. Carwardine, T. Martin, S. Nicol, R. Sabbadin, O. Buffet.

MOMDPs: a Solution for Modelling Adaptive Management Problems, in: Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Toronto, Canada, July 2012.

http://hal.inria.fr/hal-00755264
15L. Daubigney, M. Geist, O. Pietquin.

Off-policy Learning in Large-scale POMDP-based Dialogue Systems, in: ICASSP 2012, Kyoto, Japan, IEEE, March 2012, p. 4989-4992.

http://hal.inria.fr/hal-00684819
16J. S. Dibangoye, A. Christopher, D. Arnaud.

Scaling Up Decentralized MDPs Through Heuristic Search, in: Conference on Uncertainty in Artificial Intelligence, Catalina, United States, August 2012.

http://hal.inria.fr/hal-00765221
17A. Dubois, F. Charpillet.

Tracking Mobile Objects with Several Kinects using HMMs and Component Labelling, in: Workshop Assistance and Service Robotics in a human environment, International Conference on Intelligent Robots and Systems, Vilamoura, Algarve, Portugal, October 2012.

http://hal.inria.fr/hal-00765105
18A. Dutech.

Self-organizing developmental reinforcement learning, in: International Conference on Simulated Animal Behavior, Odense, Denmark, 2012.

http://hal.inria.fr/hal-00705350
19N. Fatès.

A note on the Density Classification Problem in Two Dimensions, in: Automata 2012 - 18th International Workshop on Cellular Automata and Discrete Complex Systems, La Marana, Corse, France, Formenti, September 2012.

http://hal.inria.fr/hal-00727558
20M. Geist, B. Scherrer, A. Lazaric, M. Ghavamzadeh.

A Dantzig Selector Approach to Temporal Difference Learning, in: ICML-12, Edinburgh, United Kingdom, J. Langford, J. Pineau (editors), Omnipress, July 2012, p. 1399-1406.

http://hal.inria.fr/hal-00749480
21B. Girau, N. Vlassopoulos.

Evolution of 2-Dimensional Cellular Automata as Pseudo-Random Number Generators., in: ACRI - Cellular Automata for Research and Industry, Santorini, Greece, 2012.

http://hal.inria.fr/hal-00703223
22M. Katz, J. Hoffmann, M. Helmert.

How to Relax a Bisimulation?, in: 22nd International Conference on Automated Planning and Scheduling (ICAPS), Atibaia, Brazil, June 2012.

http://hal.inria.fr/hal-00765027
23M. Katz, E. Keyder.

Structural Patterns Beyond Forks: Extending the Complexity Boundaries of Classical Planning, in: Twenty-Sixth Conference on Artificial Intelligence (AAAI), Toronto, Canada, July 2012.

http://hal.inria.fr/hal-00765037
24E. Keyder, J. Hoffmann, P. Haslum.

Semi-Relaxed Plan Heuristics, in: ICAPS - 22nd International Conference on Automated Planning and Scheduling - 2012, Atibaia, Brazil, June 2012.

http://hal.inria.fr/hal-00765025
25I. Marcovici, A. Busic, N. Fatès, J. Mairesse.

Density Classification on Infinite Lattices and Trees, in: 10th Latin American Theoretical Informatics Symposium (LATIN 2012), Arequipa, Peru, D. Fernandez-Baca (editor), Lecture Notes in Computer Science, Springer, April 2012, vol. 7256, p. 109-120. [ DOI : 10.1007/978-3-642-29344-3_10 ]

http://hal.inria.fr/hal-00712614
26H. Nakhost, J. Hoffmann, M. Müller.

Resource-Constrained Planning: A Monte Carlo Random Walk Approach, in: 22nd International Conference on Automated Planning and Scheduling (ICAPS), Itabaia, Brazil, June 2012.

http://hal.inria.fr/hal-00765030
27B. Scherrer, M. Ghavamzadeh, V. Gabillon, M. Geist.

Approximate Modified Policy Iteration, in: 29th International Conference on Machine Learning - ICML 2012, Edinburgh, United Kingdom, June 2012.

http://hal.inria.fr/hal-00758882
28B. Scherrer, B. Lesner.

On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes, in: NIPS 2012 - Neural Information Processing Systems, South Lake Tahoe, United States, December 2012.

http://hal.inria.fr/hal-00758809
29M. Tlig, O. Buffet, O. Simonin.

Cooperative Behaviors for the Self-Regulation of Autonomous Vehicles in Space Sharing Conflicts, in: 24th IEEE International Conference on Tools with Artificial Intelligence, Athènes, Greece, November 2012, p. 1126-1132.

http://hal.inria.fr/hal-00755272

National Conferences with Proceeding

30M. Araya, V. Thomas, O. Buffet.

BRL Quasi-Optimal à l'aide de Transitions Locales Optimistes, in: Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, Villers-lès-Nancy, France, O. Buffet (editor), 2012, 16 p.

http://hal.inria.fr/hal-00735602
31L. Daubigney, M. Geist, O. Pietquin.

Optimisation d'un tuteur intelligent à partir d'un jeu de données fixé, in: JEP 2012, Grenoble, France, June 2012, vol. 1, p. 241-248.

http://hal.inria.fr/hal-00749498
32A. Dutech.

"Réservoir computing" et Apprentissage par Renforcement Développemental, in: Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, Villers-lès-Nancy, France, O. Buffet (editor), 2012, 13 p.

http://hal.inria.fr/hal-00736316
33M. Geist, B. Scherrer, A. Lazaric, M. Ghavamzadeh.

Un sélecteur de Dantzig pour l'apprentissage par différences temporelles, in: Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, Villers-lès-Nancy, France, O. Buffet (editor), 2012, 13 p.

http://hal.inria.fr/hal-00736229
34C. Sarraute, O. Buffet, J. Hoffmann.

Les POMDP font de meilleurs hackers: Tenir compte de l'incertitude dans les tests de pénétration, in: Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, Villers-lès-Nancy, France, O. Buffet (editor), 2012, 14 p.

http://hal.inria.fr/hal-00735608
35B. Scherrer, V. Gabillon, M. Ghavamzadeh, M. Geist.

Approximations de l'Algorithme Itérations sur les Politiques Modifié, in: Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, Villers-lès-Nancy, France, O. Buffet (editor), 2012, 1 p, Le corps de cet article est paru, en langue anglaise, dans ICML'2012 (Proceedings of the International Conference on Machine Learning).

http://hal.inria.fr/hal-00736226

Scientific Books (or Scientific Book chapters)

36M. El Badaoui El Najjar, C. Smaili, F. Charpillet, D. Pomorski, M. Bayart.

Fault-tolerant Data-fusion Method: Application on Platoon Vehicle Localization, in: Supervision and Safety of Complex Systems, N. Matta, Y. Vandenboomgaerde, J. Arlat (editors), Wley-ISTE, 2012.

http://hal.inria.fr/hal-00769570
37M. El Badaoui El Najjar, C. Smaili, F. Charpillet, D. Pomorski.

Localisation intègre de véhicules avec fusion multi-capteurs tolérante aux défaillances, in: Supervision, surveillance et sûrté de fonctionnement des grands systèmes, N. Matta, Y. Vanderboomgaerde, J. Arlat (editors), Traité Systèmes Automatisés, Hermes, Lavoisier, 2012, p. 55-94.

http://hal.inria.fr/hal-00769562

Books or Proceedings Editing

38J. Hoffmann, B. Selman (editors)

Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI'12), AAAI Press, July 2012, vol. 1-3.

http://hal.inria.fr/hal-00765036
39N. Fatès.

N. Fatès (editor), Special Issue of the Journal of Cellular Automata, 2, Old City Publishing Inc., 2012, vol. 7, 110 p.

http://hal.inria.fr/hal-00764125

Internal Reports

40M. Araya, V. Thomas, O. Buffet.

Near-Optimal BRL using Optimistic Local Transitions (Extended Version), Inria, May 2012, n^o RR-7965.

http://hal.inria.fr/hal-00702243
41D. Balouek, A. Carpen Amarie, G. Charrier, F. Desprez, E. Jeannot, E. Jeanvoine, A. Lèbre, D. Margery, N. Niclausse, L. Nussbaum, O. Richard, C. Pérez, F. Quesnel, C. Rohr, L. Sarzyniec.

Adding Virtualization Capabilities to Grid'5000, Inria, July 2012, n^o RR-8026, 18 p.

http://hal.inria.fr/hal-00720910
42M. Katz, J. Hoffmann, M. Helmert.

How to Relax a Bisimulation?, Inria, 2012, n^o RR-7901.

http://hal.inria.fr/hal-00677299
43M. Legendre, K. Hollard, O. Buffet, A. Dutech.

MineSweeper: Where to Probe?, Inria, August 2012, n^o RR-8041, 26 p.

http://hal.inria.fr/hal-00723550
44T. Navarrete Gutierrez, J. Siebert, L. Ciarletta, V. Chevrier.

Influence of space and time dimensions in multi-agent models of the free-riding collective phenomenon, May 2012, 22 p.

http://hal.inria.fr/hal-00700643
45B. Scherrer, V. Gabillon, M. Ghavamzadeh, M. Geist.

Approximate Modified Policy Iteration, May 2012.

http://hal.inria.fr/hal-00697169
46B. Scherrer.

On the Use of Non-Stationary Policies for Infinite-Horizon Discounted Markov Decision Processes, March 2012.

http://hal.inria.fr/hal-00682172

Scientific Popularization

47N. Fatès.

Alan Turing de l'ordinateur au coquillage, in: Eureka Lorraine, June 2012.

http://hal.inria.fr/hal-00742305

Other Publications

48O. Bouré, N. Fatès, V. Chevrier.

A robustness approach to study metastable behaviours in a lattice-gas model of swarming, 2012.

http://hal.inria.fr/hal-00768831
49L. Daubigney, M. Geist, O. Pietquin.

Apprentissage off-policy appliqué à un système de dialogue basé sur les PDMPO, January 2012, (Référence à supprimer).

http://hal.inria.fr/hal-00656997

References in notes

50P. Bourgine.

Distributed Problem Solving in natural and artificial complex systems, in: Engineering Societies in the Agents World IX, 9th International Workshop, ESAW 2008, 2008.
51M. Ghallab, D. Nau, P. Traverso.

Automated Planning: Theory and Practice, Morgan Kaufmann, 2004.
52M. Puterman.

Markov Decision Processes, Wiley, New York, 1994.
53S. Russell, P. Norvig.

Artificial Intelligence: A Modern Approach, 2nd edition, Prentice-Hall, Englewood Cliffs, NJ, 2003.
54S. Russell.

Rationality and Intelligence, in: Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI), 1995, Invited paper (Computers and Thought Award).
55A. Scheuer, O. Simonin, F. Charpillet.

Safe Longitudinal Platoons of Vehicles without Communication, in: Proceedings of the IEEE International Conference on Robotics and Automation - ICRA'09, Kobe (JP), May 2009, p. 70–75.

http://www.loria.fr/~scheuer/Platoon
56J. Siebert.

Approche multi-agent pour la multi-modélisation et le couplage de simulations. Application à l'étude des influences entre le fonctionnement des réseaux ambiants et le comportement de leurs utilisateurs., Université Henri Poincaré - Nancy I, September 2011.

http://hal.inria.fr/tel-00642034
57R. Sutton, A. Barto.

Reinforcement Learning, An introduction, BradFord Book. The MIT Press, 1998.
58J. Yazbeck, A. Scheuer, O. Simonin, F. Charpillet.

Improving near-to-near lateral control of platoons without communication, in: IEEE-RSJ International Conference on Intelligent Robots and Systems (IROS), San Francisco, United States, September 2011, p. 4103-4108.

http://hal.inria.fr/inria-00603726/en

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