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| 2012 | ||
|---|---|---|
| 118 | Pierrick Plamondon, Brahim Chaib-draa: Stochastic Resource Allocation in Multiagent Environments: an Approach Based on Distributed Q-Values and Bounded Real-Time Dynamic Programming. International Journal on Artificial Intelligence Tools 21(1): (2012) | |
| 2011 | ||
| 117 | Jilles Steeve Dibangoye, Abdel-Illah Mouaddib, Brahim Chaib-draa: Toward error-bounded algorithms for infinite-horizon DEC-POMDPs. AAMAS 2011: 947-954 | |
| 116 | Hamid R. Chinaei, Brahim Chaib-draa: Learning Dialogue POMDP Models from Data. Canadian Conference on AI 2011: 86-91 | |
| 115 | Charles Desjardins, Brahim Chaib-draa: Cooperative Adaptive Cruise Control: A Reinforcement Learning Approach. IEEE Transactions on Intelligent Transportation Systems 12(4): 1248-1260 (2011) | |
| 114 | Stéphane Ross, Joelle Pineau, Brahim Chaib-draa, Pierre Kreitmann: A Bayesian Approach for Learning and Planning in Partially Observable Markov Decision Processes. Journal of Machine Learning Research 12: 1729-1770 (2011) | |
| 113 | Patrick Dallaire, Camille Besse, Brahim Chaib-draa: An approximate inference with Gaussian process to latent functions from uncertain data. Neurocomputing 74(11): 1945-1955 (2011) | |
| 2010 | ||
| 112 | Andriy Burkov, Brahim Chaib-draa: An Approximate Subgame-Perfect Equilibrium Computation Technique for Repeated Games. AAAI 2010 | |
| 111 | Camille Besse, Brahim Chaib-draa: Quasi deterministic POMDPs and DecPOMDPs. AAMAS 2010: 1393-1394 | |
| 110 | Abdeslam Boularias, Brahim Chaib-draa: Apprenticeship learning via soft local homomorphisms. ICRA 2010: 2971-2976 | |
| 109 | Jean-Samuel Marier, Camille Besse, Brahim Chaib-draa: Solving the continuous time multiagent patrol problem. ICRA 2010: 941-946 | |
| 108 | Abdeslam Boularias, Brahim Chaib-draa: Bootstrapping Apprenticeship Learning. NIPS 2010: 289-297 | |
| 107 | Andriy Burkov, Brahim Chaib-draa: An Approximate Subgame-Perfect Equilibrium Computation Technique for Repeated Games CoRR abs/1002.1718: (2010) | |
| 106 | Sébastien Paquet, Brahim Chaib-draa, Patrick Dallaire, Dany Bergeron: Task allocation learning in a multiagent environment: Application to the RoboCupRescue simulation. Multiagent and Grid Systems 6(4): 293-314 (2010) | |
| 2009 | ||
| 105 | Jilles Steeve Dibangoye, Abdel-Illah Mouaddib, Brahim Chaib-draa: Point-based incremental pruning heuristic for solving finite-horizon DEC-POMDPs. AAMAS (1) 2009: 569-576 | |
| 104 | Andriy Burkov, Brahim Chaib-draa: Anytime Self-play Learning to Satisfy Functional Optimality Criteria. ADT 2009: 446-457 | |
| 103 | Hamid R. Chinaei, Brahim Chaib-draa, Luc Lamontagne: Learning User Intentions in Spoken Dialogue Systems. ICAART 2009: 107-114 | |
| 102 | Abdeslam Boularias, Brahim Chaib-draa: Predictive representations for policy gradient in POMDPs. ICML 2009: 9 | |
| 101 | Camille Besse, Brahim Chaib-draa: Quasi-Deterministic Partially Observable Markov Decision Processes. ICONIP (1) 2009: 237-246 | |
| 100 | Patrick Dallaire, Camille Besse, Brahim Chaib-draa: Learning Gaussian Process Models from Uncertain Data. ICONIP (1) 2009: 433-440 | |
| 99 | Jean-Samuel Marier, Camille Besse, Brahim Chaib-draa: A Markov Model for Multiagent Patrolling in Continuous Time. ICONIP (2) 2009: 648-656 | |
| 98 | Jilles Steeve Dibangoye, Guy Shani, Brahim Chaib-draa, Abdel-Illah Mouaddib: Topological Order Planner for POMDPs. IJCAI 2009: 1684-1689 | |
| 97 | Patrick Dallaire, Camille Besse, Stéphane Ross, Brahim Chaib-draa: Bayesian reinforcement learning in continuous POMDPs with gaussian processes. IROS 2009: 2604-2609 | |
| 96 | Andriy Burkov, Brahim Chaib-draa: Effective learning in the presence of adaptive counterparts. J. Algorithms 64(4): 127-138 (2009) | |
| 2008 | ||
| 95 | Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa: State Space Compression with Predictive Representations. FLAIRS Conference 2008: 41-46 | |
| 94 | Jilles Steeve Dibangoye, Brahim Chaib-draa, Abdel-Illah Mouaddib: A Novel Prioritization Technique for Solving Markov Decision Processes. FLAIRS Conference 2008: 537-542 | |
| 93 | Camille Besse, Brahim Chaib-draa: Parallel Rollout for Online Solution of Dec-POMDPs. FLAIRS Conference 2008: 619-624 | |
| 92 | Abdeslam Boularias, Brahim Chaib-draa: Exact Dynamic Programming for Decentralized POMDPs with Lossless Policy Compression. ICAPS 2008: 20-27 | |
| 91 | Andriy Burkov, Brahim Chaib-draa: Distributed Planning in Stochastic Games with Communication. ICMLA 2008: 396-401 | |
| 90 | Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa: Prediction-Directed Compression of POMDPs. ICMLA 2008: 99-105 | |
| 89 | Stéphane Ross, Brahim Chaib-draa, Joelle Pineau: Bayesian reinforcement learning in continuous POMDPs with application to robot navigation. ICRA 2008: 2845-2851 | |
| 88 | Joelle Pineau, Stéphane Ross, Brahim Chaib-draa: Bayes-Adaptive POMDPs: A New Perspective on the Explore-Exploit Tradeoff in Partially Observable Domains. ISAIM 2008 | |
| 87 | Jilles Steeve Dibangoye, Abdel-Illah Mouaddib, Brahim Chaib-draa: Recherche incrémentale à base de points pour la résolution des DEC-POMDPs (présentation courte). JFSMA 2008: 75-84 | |
| 86 | Stéphane Ross, Joelle Pineau, Sébastien Paquet, Brahim Chaib-draa: Online Planning Algorithms for POMDPs. J. Artif. Intell. Res. (JAIR) 32: 663-704 (2008) | |
| 2007 | ||
| 85 | Camille Besse, Brahim Chaib-draa: A Markovian Model for Dynamic and Constrained Resource Allocation Problems. AAAI 2007: 1846-1847 | |
| 84 | Andriy Burkov, Brahim Chaib-draa: Effective Learning in Adaptive Dynamic Systems. AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents 2007: 1-7 | |
| 83 | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur: Tight Bounds for a Stochastic Resource Allocation Algorithm Using Marginal Revenue. AAAI Spring Symposium: Game Theoretic and Decision Theoretic Agents 2007: 54-60 | |
| 82 | Jilles Steeve Dibangoye, Abdel-Illah Mouaddib, Brahim Chaib-draa: Periodic real-time resource allocation for teams of progressive processing agents. AAMAS 2007: 115 | |
| 81 | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur: A Q-decomposition and bounded RTDP approach to resource allocation. AAMAS 2007: 200 | |
| 80 | Andriy Burkov, Brahim Chaib-draa: Multiagent learning in adaptive dynamic systems. AAMAS 2007: 41 | |
| 79 | Andriy Burkov, Brahim Chaib-draa: Reducing the complexity of multiagent reinforcement learning. AAMAS 2007: 44 | |
| 78 | Andriy Burkov, Abdeslam Boularias, Brahim Chaib-draa: Competition and Coordination in Stochastic Games. Canadian Conference on AI 2007: 26-37 | |
| 77 | Camille Besse, Pierrick Plamondon, Brahim Chaib-draa: R-FRTDP: A Real-Time DP Algorithm with Tight Bounds for a Stochastic Resource Allocation Problem. Canadian Conference on AI 2007: 50-60 | |
| 76 | Dany Bergeron, Charles Desjardins, Julien Laumonier, Brahim Chaib-draa: Reinforcement Learning with Inertial Exploration. IAT 2007: 277-280 | |
| 75 | Andriy Burkov, Brahim Chaib-draa: Adaptive Play Q-Learning with Initial Heuristic Approximation. ICRA 2007: 1749-1754 | |
| 74 | Stéphane Ross, Brahim Chaib-draa: AEMS: An Anytime Online Search Algorithm for Approximate Policy Refinement in Large POMDPs. IJCAI 2007: 2592-2598 | |
| 73 | Stéphane Ross, Brahim Chaib-draa, Joelle Pineau: Bayes-Adaptive POMDPs. NIPS 2007 | |
| 72 | Stéphane Ross, Joelle Pineau, Brahim Chaib-draa: Theoretical Analysis of Heuristic Search Methods for Online POMDPs. NIPS 2007 | |
| 71 | Roberto A. Flores, Philippe Pasquier, Brahim Chaib-draa: Conversational semantics sustained by commitments. Autonomous Agents and Multi-Agent Systems 14(2): 165-186 (2007) | |
| 70 | Peter Beaumont, Brahim Chaib-draa: Multiagent Coordination Techniques for Complex Environments: The Case of a Fleet of Combat Ships. IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(3): 373-385 (2007) | |
| 69 | Thierry Moyaux, Brahim Chaib-draa, Sophie D'Amours: Information Sharing as a Coordination Mechanism for Reducing the Bullwhip Effect in a Supply Chain. IEEE Transactions on Systems, Man, and Cybernetics, Part C 37(3): 396-409 (2007) | |
| 2006 | ||
| 68 | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur: A Multiagent Task Associated MDP (MTAMDP) Approach to Resource Allocation. AAAI Spring Symposium: Distributed Plan and Schedule Management 2006: 89-96 | |
| 67 | Thierry Moyaux, Brahim Chaib-draa, Sophie D'Amours: Study of social consciousness in stochastic agent based simulations: application to supply chains. AAMAS 2006: 132-134 | |
| 66 | Philippe Pasquier, Roberto A. Flores, Brahim Chaib-draa: An ontology of social control tools. AAMAS 2006: 1369-1371 | |
| 65 | Philippe Pasquier, Brahim Chaib-draa: Modelling the links between social commitments and individual intentions. AAMAS 2006: 1372-1374 | |
| 64 | Sébastien Paquet, Brahim Chaib-draa: Learning the required number of agents for complex tasks. AAMAS 2006: 736-743 | |
| 63 | Philippe Pasquier, Brahim Chaib-draa: Integrating Social Commitment-Based Communication in Cognitive Agent Modeling. AC 2006: 76-92 | |
| 62 | Julien Laumonier, Brahim Chaib-draa: Partial Local FriendQ Multiagent Learning: Application to Team Automobile Coordination Problem. Canadian Conference on AI 2006: 359-370 | |
| 61 | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur: An Efficient Resource Allocation Approach in Real-Time Stochastic Environment. Canadian Conference on AI 2006: 49-60 | |
| 60 | Stéphane Ross, Brahim Chaib-draa: Satisfaction Equilibrium: Achieving Cooperation in Incomplete Information Games. Canadian Conference on AI 2006: 61-72 | |
| 59 | Julien Laumonier, Brahim Chaib-draa: Partial Local FriendQ Multiagent Learning: Application to Team Automobile Coordination Problem. ECAI 2006: 729-730 | |
| 58 | Minh Nguyen-Duc, Brahim Chaib-draa: Resolution-Based Policy Search for Imperfect Information Differential Games. IAT 2006: 326-332 | |
| 57 | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur: A Q-decomposition LRTDP Approach to Resource Allocation. IAT 2006: 432-435 | |
| 56 | Brahim Chaib-draa, Marc-André Labrie, Mathieu Bergeron, Philippe Pasquier: DIAGAL: An Agent Communication Language Based on Dialogue Games and Sustained by Social Commitments. Autonomous Agents and Multi-Agent Systems 13(1): 61-95 (2006) | |
| 55 | Frederick Asselin, Brahim Chaib-draa: Performance of software agents in non-transferable payoff group buying. J. Exp. Theor. Artif. Intell. 18(1): 17-48 (2006) | |
| 54 | Sébastien Paquet, Ludovic Tobin, Brahim Chaib-draa: Prise de décision en temps-réel pour des POMDP de grande taille. Revue d'Intelligence Artificielle 20(2-3): 203-234 (2006) | |
| 53 | O. Gies, Brahim Chaib-draa: Apprentissage de la coordination multiagent. Une méthode basée sur le Q-learning par jeu adaptatif. Revue d'Intelligence Artificielle 20(2-3): 383-410 (2006) | |
| 2005 | ||
| 52 | Roberto A. Flores, Philippe Pasquier, Brahim Chaib-draa: Layered message semantics using social commitments. AAMAS 2005: 1323-1324 | |
| 51 | Sébastien Paquet, Ludovic Tobin, Brahim Chaib-draa: An online POMDP algorithm for complex multiagent environments. AAMAS 2005: 970-977 | |
| 50 | Sébastien Paquet, Nicolas Bernier, Brahim Chaib-draa: Multiagent Systems Viewed as Distributed Scheduling Systems: Methodology and Experiments. Canadian Conference on AI 2005: 43-47 | |
| 49 | Sébastien Paquet, Ludovic Tobin, Brahim Chaib-draa: Real-Time Decision Making for Large POMDPs. Canadian Conference on AI 2005: 450-455 | |
| 48 | Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak Benaskeur: Decomposition Techniques for a Loosely-Coupled Resource Allocation Problem. IAT 2005: 595-598 | |
| 47 | Sébastien Paquet, Ludovic Tobin, Brahim Chaib-draa: An Online POMDP Algorithm Used by the PoliceForce Agents in the RoboCupRescue Simulation. RoboCup 2005: 196-207 | |
| 46 | Philippe Pasquier, Brahim Chaib-draa: Agent communication pragmatics: the cognitive coherence approach. Cognitive Systems Research 6(4): 364-395 (2005) | |
| 2004 | ||
| 45 | Sébastien Paquet, Nicolas Bernier, Brahim Chaib-draa: From Global Selective Perception to Local Selective Perception. AAMAS 2004: 1352-1353 | |
| 44 | Thierry Moyaux, Brahim Chaib-draa, Sophie D'Amours: Multi-Agent Simulation of Collaborative Strategies in a Supply Chain. AAMAS 2004: 52-59 | |
| 43 | Jamal Bentahar, Bernard Moulin, John-Jules Ch. Meyer, Brahim Chaib-draa: A Logical Model for Commitment and Argument Network for Agent Communication. AAMAS 2004: 792-799 | |
| 42 | Roberto A. Flores, Philippe Pasquier, Brahim Chaib-draa: Conversational Semantics with Social Commitments. AC 2004: 18-32 | |
| 41 | Jamal Bentahar, Bernard Moulin, Brahim Chaib-draa: Specifying and Implementing a Persuasion Dialogue Game Using Commitments and Arguments. ArgMAS 2004: 130-148 | |
| 40 | Jamal Bentahar, Bernard Moulin, John-Jules Ch. Meyer, Brahim Chaib-draa: A Modal Semantics for an Argumentation-Based Pragmatics for Agent Communication. ArgMAS 2004: 44-63 | |
| 39 | Thierry Moyaux, Brahim Chaib-draa, Sophie D'Amours: An Agent Simulation Model for the Québec Forest Supply Chain. CIA 2004: 226-241 | |
| 38 | Jamal Bentahar, Bernard Moulin, John-Jules Ch. Meyer, Brahim Chaib-draa: A Computational Model for Conversation Policies for Agent Communication. CLIMA 2004: 178-195 | |
| 37 | Sébastien Paquet, Nicolas Bernier, Brahim Chaib-draa: Multi-attribute Decision Making in a Complex Multiagent Environment Using Reinforcement Learning with Selective Perception. Canadian Conference on AI 2004: 416-421 | |
| 36 | Philippe Pasquier, Roberto A. Flores, Brahim Chaib-draa: Modelling Flexible Social Commitments and Their Enforcement. ESAW 2004: 139-151 | |
| 35 | Philippe Pasquier, Mathieu Bergeron, Brahim Chaib-draa: DIAGAL: A Generic ACL for Open Systems. ESAW 2004: 152-165 | |
| 34 | Sébastien Paquet, Nicolas Bernier, Brahim Chaib-draa: Comparison of Different Coordination Strategies for the RoboCupRescue Simulation. IEA/AIE 2004: 987-996 | |
| 33 | Mathieu Bergeron, Brahim Chaib-draa: Les réseaux d'engagements comme méthode pour modéliser le comportement dialogique des agents. JFSMA 2004: 251-264 | |
| 2003 | ||
| 32 | Yang Xiang, Brahim Chaib-draa: Advances in Artificial Intelligence, 16th Conference of the Canadian Society for Computational Studies of Intelligence, AI 2003, Halifax, Canada, June 11-13, 2003, Proceedings Springer 2003 | |
| 31 | Philippe Pasquier, Brahim Chaib-draa: The cognitive coherence approach for agent communication pragmatics. AAMAS 2003: 544-551 | |
| 30 | Thierry Moyaux, Brahim Chaib-draa, Sophie D'Amours: Multi-Agent coordination based on tokens: reduction of the bullwhip effect in a forest supply chain. AAMAS 2003: 670-677 | |
| 29 | Frederick Asselin, Brahim Chaib-draa: Coalition formation with non-transferable payoff for group buying. AAMAS 2003: 922-923 | |
| 28 | Marc-André Labrie, Brahim Chaib-draa, Nicolas Maudet: DIAGAL: A Tool for Analyzing and Modelling Commitment-Based Dialogues between Agents. Canadian Conference on AI 2003: 353-369 | |
| 27 | Brahim Chaib-draa, Marc-André Labrie, Nicolas Maudet: Request for Action Reconsidered as a Dialogue Game Based on Commitments. Communication in Multiagent Systems 2003: 284-299 | |
| 26 | Pierrick Plamondon, Brahim Chaib-draa, Patrick Beaumont, Dale E. Blodgett: A Frigate Movement Survival Agent-Based Approach. KES 2003: 683-691 | |
| 25 | Jamal Bentahar, Bernard Moulin, Brahim Chaib-draa: Commitment and Argument Network: A New Formalism for Agent Communication. Workshop on Agent Communication Languages 2003: 146-165 | |
| 24 | Philippe Pasquier, Nicolas Andrillon, Marc-André Labrie, Brahim Chaib-draa: An Exploration in Using Cognitive Coherence Theory to Automate BDI Agents' Communicational Behavior. Workshop on Agent Communication Languages 2003: 37-58 | |
| 2002 | ||
| 23 | Philippe Pasquier, Brahim Chaib-draa: Cohérence et conversations entre agents: vers un modèle basé sur la consonance cognitive. JFSMA 2002: 189-204 | |
| 22 | Brahim Chaib-draa, Frank Dignum: Trends in Agent Communication Language. Computational Intelligence 18(2): 89-101 (2002) | |
| 21 | Brahim Chaib-draa: Causal Maps: Theory, Implementation, and Practical Applications in Multiagent Environments. IEEE Trans. Knowl. Data Eng. 14(6): 1201-1217 (2002) | |
| 20 | Houssein Benameur, Brahim Chaib-draa, Peter G. Kropf: Multi-item auctions for automatic negotiation. Information & Software Technology 44(5): 291-301 (2002) | |
| 2000 | ||
| 19 | Laurent Vongkasern, Brahim Chaib-draa: ACL as a Joint Project between Participants: A Preliminary Report. Issues in Agent Communication 2000: 235-248 | |
| 1999 | ||
| 18 | Klaus Fischer, Brahim Chaib-draa, Jörg P. Müller, Markus Pischel, Christian Gerber: A simulation approach based on negotiation and cooperation between agents: a case study. IEEE Transactions on Systems, Man, and Cybernetics, Part C 29(4): 531-545 (1999) | |
| 1998 | ||
| 17 | Brahim Chaib-draa, Daniel Vanderveken: Agent Communication Language: Toward a Semantics Based on Success, Satisfaction, and Recursion. ATAL 1998: 363-379 | |
| 16 | Brahim Chaib-draa: A Relational Modeling of Cognitive Maps. Canadian Conference on AI 1998: 322-333 | |
| 15 | Brahim Chaib-draa, Jules Desharnais: A relational model of cognitive maps. Int. J. Hum.-Comput. Stud. 49(2): 181-200 (1998) | |
| 1997 | ||
| 14 | Brahim Chaib-draa: Connection Between Micro and Macro Aspects of Agent Modeling. Agents 1997: 262-267 | |
| 13 | Gilbert Babin, Zakaria Maamar, Brahim Chaib-draa: Metadatabase Meets Distributed AI. CIA 1997: 138-147 | |
| 12 | Brahim Chaib-draa: Causal Reasoning in Multi-Agent Systems. MAAMAW 1997: 79-97 | |
| 1996 | ||
| 11 | Brahim Chaib-draa: A Hierarchical Model of Agent Based on Skill, Rules, and Knowledge. Canadian Conference on AI 1996: 200-212 | |
| 10 | Brahim Chaib-draa: Interaction Between Agents in Routine, Familiar and Unfamiliar Situation. Int. J. Cooperative Inf. Syst. 5(1): 1-26 (1996) | |
| 9 | Brahim Chaib-draa, P. Levesque: Hierarchical model and communication by signs, signals and symbols in multiagent environments. J. Exp. Theor. Artif. Intell. 8(1): 7-20 (1996) | |
| 8 | Lichen Zhang, Brahim Chaib-draa: A design methodology for real-time systems to be implemented on multiprocessor machines. Journal of Systems and Software 33(1): 37-56 (1996) | |
| 1995 | ||
| 7 | Brahim Chaib-draa: Industrial Applications of Distributed AI. Commun. ACM 38(11): 49-53 (1995) | |
| 1994 | ||
| 6 | Brahim Chaib-draa, Pascal Levelsque: Hierarchical Model and Communication by Signs, Signals and Symbols in Multi-Agent Environments. MAAMAW 1994: 150-165 | |
| 1993 | ||
| 5 | Brahim Chaib-draa: Plans in natural-language dialogues. Knowl.-Based Syst. 6(2): 67-76 (1993) | |
| 1992 | ||
| 4 | Brahim Chaib-draa, Bernard Moulin, René Mandiau, P. Millot: Trends in distributed artificial intelligence. Artif. Intell. Rev. 6(1): 35-66 (1992) | |
| 3 | Brahim Chaib-draa, René Mandiau, P. Millot: Distributed Artificial Intelligence: An Annotated Bibliography. SIGART Bulletin 3(3): 20-37 (1992) | |
| 1990 | ||
| 2 | Brahim Chaib-draa, P. Millot: A framework for cooperative work: An approach based on the intentionality. AI in Engineering 5(4): 199-205 (1990) | |
| 1988 | ||
| 1 | Brahim Chaib-draa, P. Millot: Coherent Cooperative Strategies Using Meta-Level Communication among Intelligent Systems. IEA/AIE (Vol. 2) 1988: 946-953 | |
Colors in the list of coauthors
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