Preprocessing Techniques for Accelerating the DCOP Algorithm ADOPT, Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS'05), pp.1041-1048, 2005. ,
Finite Time Analysis of the Multiarmed Bandit Problem, Machine Learning, vol.47, issue.3, pp.235-256, 2002. ,
Graph Domination, Coloring and Cliques in Telecommunications, Handbook of Optimization in Telecommunications, pp.865-890, 2006. ,
XArmed Bandits, Journal of Machine Learning Research, vol.12, pp.1655-1695, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00450235
, Prediction, Learning and Games, 2006.
Bandit Algorithms for Tree Search, Proceedings of the 23rd Conference Conference on Uncertainty in Artificial Intelligence, 2007. ,
Tractable Structures for Constraint Satisfaction Problems, pp.209-244, 2006. ,
, Mixtures of Deterministic, 2004.
, Probabilistic Networks and their AND/OR Search Space, vol.04, pp.120-129
Distributed coordination through anarchic optimization, Distributed Sensor Networks, pp.257-295, 2003. ,
Achieving Master Level Play, vol.9, 2005. ,
, Computer Go, Proceedings of the 23th National Conference on Artificial Intelligence (AAAI'08), pp.1537-1540
Asynchronous ForwardBounding for Distributed Constraints Optimization, Proceedings of the 17th, 2006. ,
, Eureopean Conference on Artificial Intelligence (ECAI'06), pp.103-107
A New Algorithm for Sampling CSP Solutions Uniformly at Random, Proceedings of the 12th Internation Conference on Principles and Practice of Constraint Programming-CP, pp.711-715, 2003. ,
Backtracking in Distributed Constraint Networks, In International Journal on Artificial Intelligence Tools, pp.219-223, 1998. ,
Distributed partial constraint satisfaction problem, Proceedings of the 9th Internation Conference on Principles and Practice of Constraint Programming-CP 2003, pp.222-236, 2003. ,
DOI : 10.1007/bfb0017442
URL : http://www.edu.kobe-u.ac.jp/fmsc-hrymlab/Paper/hy-cp1997-web.pdf
Nearly Tight Bounds for the Continuum-armed Bandit Problem, Advances in Neural Information Processing Systems 17, pp.697-704, 2005. ,
Bandit based Monte-Carlo Planning, Proceedings of the 17th European Conference on Machine Learning, 2006. ,
DOI : 10.1007/11871842_29
URL : https://link.springer.com/content/pdf/10.1007%2F11871842_29.pdf
Coordinating Logistics Operations with Privacy Guarantees, pp.2482-2487, 2011. ,
Distributed Constraint Optimization under Stochastic Uncertainty, Proc. of the 25th National Conference on Artificial Intelligence (AAAI'11), pp.68-73, 2011. ,
Ensuring Privacy through Distributed Computation in Multiple-Depot Vehicle Routing Problems, Proceedings of the ECAI'10 Workshop on Artificial Intelligence and Logistics (AILog'10), 2010. ,
FRODO 2.0: An Open-Source Framework for Distributed Constraint Optimization, Proceedings of the IJCAI'09 Distributed Constraint Reasoning Workshop (DCR'09, pp.160-164, 2009. ,
Distributed Algorithms for DCOP: A Graphical-Game-Based Approach, Proceedings of ISCA PDCS'04, pp.432-439, 2004. ,
Taking DCOP to the Real World: Efficient Complete Solutions for Distributed Multi-Event Scheduling, Proceedings of the 2nd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS'03), pp.310-317, 2003. ,
ADOPT: Asynchronous Distributed Constraint Optimization with Quality Guarantees, Artificial Intelligence, vol.161, pp.149-180, 2005. ,
Distributed Gibbs: a memory-bounded sampling-based DCOP algorithm, Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems. International Foundation for Autonomous Agents and Multiagent Systems, pp.167-174, 2013. ,
DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems, Proceedings of the 26th National Conference on Artificial Intelligence (AAAI'12), 2012. ,
DUCT: An Upper Confidence Bound Approach to Distributed Constraint Optimization Problems, ACM Trans. Intell. Syst. Technol, vol.8, 2017. ,
Asynchronous Open DPOP, Proceedings of the Tenth International Workshop on Distributed Constraint Reasoning-AAMAS08. Estorial Portugal, 2008. ,
Coordinating Agent Plans Through Distributed Constraint Optimization, Proceedings of the ICAPS'08 Multiagent Planning Workshop (MASPLAN'08), 2008. ,
FRODO: A FRamework for Open/Distributed constraint Optimization, Swiss Federal Institute of Technology (EPFL), vol.10, 2006. ,
DPOP: A Scalable Method for Multiagent Constraint Optimization, Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI'05, pp.266-271, 2005. ,
O-DPOP: An algorithm for, 2006. ,
, Open/Distributed Constraint Optimization, Proceedings of the 21th National Conference on Artificial Intelligence (AAAI'06), pp.703-708
Using Messagepassing DCOP Algorithms to Solve Energy-efficient Smart Environment Configuration Problems, International Joint Conference on Artificial Intelligence, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01298312
RealTime Solving of Quantified CSPs Based on Monte-Carlo Game Tree Search, pp.655-661, 2011. ,
Mastering the game of Go with deep neural networks and tree search, Nature, vol.529, pp.484-489, 2016. ,
DCOPs and Bandits: Exploration and Exploitation in Decentralised Coordination, Proceedings of the 11th International Conference on Autonomous Agents and Multi Agent Systems, 2012. ,
DCOPolis: A Framework for Simulating and Deploying Distributed Constraint Optimization Algorithms, Proceedings of the 9th Intl Workshop on Distributed Constraint Reasoning, 2007. ,
, Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI'11), 2011.
BnB-ADOPT: An Asynchronous Branch-and-Bound DCOP Algorithm, Journal of Artificial Intelligence Research, pp.85-133, 2010. ,
DOI : 10.1613/jair.2849
URL : https://jair.org/index.php/jair/article/download/10650/25460
The Distributed Constraint Satisfaction Problem: Formalization and Algorithms. Knowledge and Data Engineering, IEEE Transactions on, vol.10, pp.673-685, 1998. ,
DOI : 10.1109/69.729707
A comparative study of distributed constraint algorithms, Distributed Sensor Networks, pp.319-338, 2003. ,
DOI : 10.1007/978-1-4615-0363-7_13