PRIMA 2018: Principles and Practice of Multi-Agent Systems: 21st International Conference, Tokyo, Japan, October 29-November 2, 2018, Proceedings (Lecture Notes in Computer Science Book 11224)

This book constitutes the refereed proceedings of the 21st International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2018, held in Tokyo, Japan, in October/November 2018. The 27 full papers presented and 31 short papers were carefully reviewed and selected from 103 submissions. PRIMA presents subjects in many application domains, particularly in e-commerce, and also in planning, logistics, manufacturing, robotics, decision support, transportation, entertainment, emergency relief and disaster management, and data mining and analytics. Front Matter ....Pages I-XVII Front Matter ....Pages 1-1 Modeling a Real-Case Situation of Egress Using BDI Agents with Emotions and Social Skills (Marion Valette, Benoit Gaudou, Dominique Longin, Patrick Taillandier)....Pages 3-18 Discovering Emergent Agent Behaviour with Evolutionary Finite State Machines (Martin Masek, Chiou Peng Lam, Lyndon Benke, Luke Kelly, Michael Papasimeon)....Pages 19-34 Realization of Two Types of Compact City - Street Activeness and Tramway - (Hideyuki Nagai, Setsuya Kurahashi)....Pages 35-50 Front Matter ....Pages 51-51 Multi Agent Flow Estimation Based on Bayesian Optimization with Time Delay and Low Dimensional Parameter Conversion (Hiroshi Kiyotake, Masahiro Kohjima, Tatsushi Matsubayashi, Hiroyuki Toda)....Pages 53-69 Vector Representation Based Model Considering Randomness of User Mobility for Predicting Potential Users (Shaowen Peng, Xianzhong Xie, Tsunenori Mine, Chang Su)....Pages 70-85 Front Matter ....Pages 87-87 Heterogeneous Teams for Homogeneous Performance (Ewa Andrejczuk, Filippo Bistaffa, Christian Blum, Juan A. Rodriguez-Aguilar, Carles Sierra)....Pages 89-105 Solving Multiagent Constraint Optimization Problems on the Constraint Composite Graph (Ferdinando Fioretto, Hong Xu, Sven Koenig, T. K. Satish Kumar)....Pages 106-122 Bounded Approximate Algorithm for Probabilistic Coalition Structure Generation (Kouki Matsumura, Tenda Okimoto, Katsutoshi Hirayama)....Pages 123-139 Robust Coalition Structure Generation (Tenda Okimoto, Nicolas Schwind, Emir Demirović, Katsumi Inoue, Pierre Marquis)....Pages 140-157 An Anytime Algorithm for Simultaneous Coalition Structure Generation and Assignment (Fredrik Präntare, Fredrik Heintz)....Pages 158-174 Front Matter ....Pages 175-175 Cost Sharing Security Information with Minimal Release Delay (Mingyu Guo, Yong Yang, Muhammad Ali Babar)....Pages 177-193 Fast Algorithms for Computing Interim Allocations in Single-Parameter Environments (Amy Greenwald, Jasper Lee, Takehiro Oyakawa)....Pages 194-209 On Existence, Mixtures, Computation and Efficiency in Multi-objective Games (Anisse Ismaili)....Pages 210-225 Student-Project-Resource Allocation: Complexity of the Symmetric Case (Anisse Ismaili, Tomoaki Yamaguchi, Makoto Yokoo)....Pages 226-241 Repeated Triangular Trade: Sustaining Circular Cooperation with Observation Errors (Kota Shigedomi, Tadashi Sekiguchi, Atsushi Iwasaki, Makoto Yokoo)....Pages 242-257 Front Matter ....Pages 259-259 Accountability and Responsibility in Agent Organizations (Matteo Baldoni, Cristina Baroglio, Olivier Boissier, Katherine Marie May, Roberto Micalizio, Stefano Tedeschi)....Pages 261-278 Runtime Norm Revision Using Bayesian Networks (Davide Dell’Anna, Mehdi Dastani, Fabiano Dalpiaz)....Pages 279-295 A Deep Reinforcement Learning Approach for Large-Scale Service Composition (Ahmed Moustafa, Takayuki Ito)....Pages 296-311 Narrowing Reinforcement Learning: Overcoming the Cold Start Problem for Personalized Health Interventions (Seyed Amin Tabatabaei, Mark Hoogendoorn, Aart van Halteren)....Pages 312-327 Front Matter ....Pages 329-329 Abstract Argumentation / Persuasion / Dynamics (Ryuta Arisaka, Ken Satoh)....Pages 331-343 On Generating Explainable Plans with Assumption-Based Argumentation (Xiuyi Fan)....Pages 344-361 A Temporal Planning Example with Assumption-Based Argumentation (Xiuyi Fan)....Pages 362-370 Progressive Inference Algorithms for Probabilistic Argumentation (Nguyen Duy Hung)....Pages 371-386 Computing Preferences in Abstract Argumentation (Quratul-ain Mahesar, Nir Oren, Wamberto W. Vasconcelos)....Pages 387-402 Notions of Instrumentality in Agency Logic (Kees van Berkel, Matteo Pascucci)....Pages 403-419 Front Matter ....Pages 421-421 Augmented Reality for Multi-agent Simulation of Air Operations (Lyndon Benke, Michael Papasimeon, Kevin McDonald)....Pages 423-430 Abstracting Reinforcement Learning Agents with Prior Knowledge (Nicolas Bougie, Ryutaro Ichise)....Pages 431-439 A Multi-modal Urban Traffic Agent-Based Framework to Study Individual Response to Catastrophic Events (Kevin Chapuis, Patrick Taillandier, Benoit Gaudou, Alexis Drogoul, Eric Daudé)....Pages 440-448 Dialogue Games for Enforcement of Argument Acceptance and Rejection via Attack Removal (Jérémie Dauphin, Ken Satoh)....Pages 449-457 Learning Strategic Group Formation for Coordinated Behavior in Adversarial Multi-Agent with Double DQN (Elhadji Amadou Oury Diallo, Toshiharu Sugawara)....Pages 458-466 Personalization of Health Interventions Using Cluster-Based Reinforcement Learning (Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro)....Pages 467-475 Using Generative Adversarial Networks to Develop a Realistic Human Behavior Simulator (Ali el Hassouni, Mark Hoogendoorn, Vesa Muhonen)....Pages 476-483 A Deontic Argumentation Framework Based on Deontic Defeasible Logic (Guido Governatori, Antonino Rotolo, Régis Riveret)....Pages 484-492 Simulations vs. Human Playing in Repeated Prisoner’s Dilemma (Yao Zhang, He Wang, Jingxian Huang, Dengji Zhao)....Pages 493-501 Adaptive Budget Allocation for Sequential Tasks in Crowdsourcing (Yuya Itoh, Shigeo Matsubara)....Pages 502-509 Helping Forensic Analysts to Attribute Cyber-Attacks: An Argumentation-Based Reasoner (Erisa Karafili, Linna Wang, Antonis C. Kakas, Emil Lupu)....Pages 510-518 Agent33: An Automated Negotiator with Heuristic Method for Searching Bids Around Nash Bargaining Solution (Shan Liu, Ahmed Moustafa, Takayuki Ito)....Pages 519-526 Effect of Viewing Directions on Deep Reinforcement Learning in 3D Virtual Environment Minecraft (Taiju Matsui, Satoshi Oyama, Masahito Kurihara)....Pages 527-534 A Study of Relaxation Approaches for Asymmetric Constraint Optimization Problems (Toshihiro Matsui, Hiroshi Matsuo)....Pages 535-543 Sensor Placement for Plan Monitoring Using Genetic Programming (Felipe Meneguzzi, Ramon Fraga Pereira, Nir Oren)....Pages 544-551 Qualitative-Based Possibilistic \(\mathcal {EL}\) Ontology (Rym Mohamed, Zied Loukil, Zied Bouraoui)....Pages 552-559 FastVOI: Efficient Utility Elicitation During Negotiations (Yasser Mohammad, Shinji Nakadai)....Pages 560-567 An Agent-Based Approach to Simulate Post-earthquake Indoor Crowd Evacuation (Lin Ni, Vicente Gonzalez, Jiamou Liu, Anass Rahouti, Libo Zhang, Bun Por Taing)....Pages 568-575 A Template System for Modeling and Verifying Agent Behaviors (Shinpei Ogata, Yoshitaka Aoki, Hiroyuki Nakagawa, Kazuki Kobayashi)....Pages 576-584 Meta-Argumentation Frameworks for Multi-party Dialogues (Gideon Ogunniye, Alice Toniolo, Nir Oren)....Pages 585-593 Resource-Driven Substructural Defeasible Logic (Francesco Olivieri, Guido Governatori, Matteo Cristani, Nick van Beest, Silvano Colombo-Tosatto)....Pages 594-602 Decentralized Multi-agent Patrolling Strategies Using Global Idleness Estimation (Mehdi Othmani-Guibourg, Amal El Fallah-Seghrouchni, Jean-Loup Farges)....Pages 603-611 A Multi-agent Simulator Environment Based on the Robot Operating System for Human-Robot Interaction Applications (Poom Pianpak, Tran Cao Son, Zachary O. Toups)....Pages 612-620 Agent Based Simulation for Evaluation of Signage System Considering Expression Form in Airport Passenger Terminals and Other Large Facilities (Eriko Shimada, Shohei Yamane, Kotaro Ohori, Hiroaki Yamada, Shingo Takahashi)....Pages 621-629 Improving Route Traffic Estimation by Considering Staying Population (Hitoshi Shimizu, Tatsushi Matsubayashi, Yusuke Tanaka, Tomoharu Iwata, Naonori Ueda, Hiroshi Sawada)....Pages 630-637 Proposal of Detour Path Suppression Method in PS Reinforcement Learning and Its Application to Altruistic Multi-agent Environment (Daisuke Shiraishi, Kazuteru Miyazaki, Hiroaki Kobayashi)....Pages 638-645 An Environment for Combinatorial Experiments in a Multi-agent Simulation for Disaster Response (Shunki Takami, Masaki Onishi, Kazunori Iwata, Nobuhiro Ito, Yohsuke Murase, Takeshi Uchitane)....Pages 646-654 Time-Series Predictions for People-Flow with Simulation Data (Hengjin Tang, Tatsushi Matsubayashi, Daisuke Sato, Hiroyuki Toda)....Pages 655-662 Strategy for Learning Cooperative Behavior with Local Information for Multi-agent Systems (Fumito Uwano, Keiki Takadama)....Pages 663-670 Better Collective Learning with Consistency Guarantees (Lise-Marie Veillon, Gauvain Bourgne, Henry Soldano)....Pages 671-679 Back Matter ....Pages 681-682