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1
Conference Proceeding
by de Nijs, F Theocharous, Georgios Vlassis, Nikos de Weerdt, M.M Spaan, M.T.J Published in Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems (10.07.2018)“...Personalized recommendations are increasingly important to engage users and guide them through large systems, for example when recommending points of interest...”
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2
Conference Proceeding
by Bampis, Evripidis Escoffier, Bruno Mladenovic, Sasa Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...We consider the over-time version of the Max-Min Fair Allocation problem. Given a time horizon $t=1,2,łdots, T$, with at each time t a set of demands and a set...”
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3
Conference Proceeding
by Vu, Dong Quan Loiseau, Patrick Silva, Alonso Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...The Colonel Blotto game is a famous game commonly used to model resource allocation problems in domains ranging from security to advertising. Two players...”
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4
Conference Proceeding
by Frasheri, Mirgita Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Autonomous agents are usually defined as software entities capable of perceiving and acting on their environment, with various degrees of learning and...”
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5
Conference Proceeding
by Zha, Yantian Li, Yikang Gopalakrishnan, Sriram Li, Baoxin Kambhampati, Subbarao Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Automated video surveillance requires the recognition of agent plans from videos. One promising direction for plan recognition involves learning shallow action...”
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6
Conference Proceeding
by Yang, Yaodong Yu, Lantao Bai, Yiwei Wen, Ying Zhang, Weinan Wang, Jun Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...We conduct an empirical study on discovering the ordered collective dynamics obtained by a population of intelligence agents, driven by million-agent...”
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7
Conference Proceeding
by Sharma, Anil Buduru, Arun Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...In this paper, we train a recurrent neural network to learn dynamics of a chaotic road environment and to project the future of the environment on an image...”
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8
Conference Proceeding
by Cohen, Liron Koenig, Sven Kumar, T. K Wagner, Glenn Choset, Howie Chan, David Sturtevant, Nathan Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Multi-Agent Path Finding (MAPF) is an NP-hard problem with many real-world applications. However, existing MAPF solvers are deterministic and perform poorly on...”
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9
Conference Proceeding
by Pitoni, Valentina Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...My research work concerns Intelligent Software Agents and their applications to "Cyber-Physical Systems" (CPS), i.e. computer systems able to operate and to...”
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10
Conference Proceeding
by Paiva, Ana Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Robots will become part of our daily lives. As they do, they should not just be able to carry out specific tasks but also to partner with us socially and...”
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11
Conference Proceeding
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12
Conference Proceeding
by Oluwasuji, Olabambo Malik, Obaid Zhang, Jie Ramchurn, Sarvapali Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Due to the limited generation capacity of power stations, many developing countries frequently resort to disconnecting large parts of the power grid from...”
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13
Conference Proceeding
by Albani, Dario Manoni, Tiziano Nardi, Daniele Trianni, Vito Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...In many monitoring and mapping applications, high-resolution data are required only in certain areas while others can receive lower attention. To this end,...”
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14
Conference Proceeding
by Jacq, Alexis David Magnan, Julien Ferreira, Maria Jose Dillenbourg, Pierre Paiva, Ana Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...In order to collaborate with humans, robots are often provided with a Theory of Mind (ToM) architecture. Such architectures can be evaluated by humans...”
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15
Conference Proceeding
by Pomarlan, Mihai Bateman, John Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Robots acting in semi-structured, human environments need to understand the effects of their actions and the instructions given by a human user. Simulation has...”
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16
Conference Proceeding
by Rosello, Pol Kochenderfer, Mykel Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...We present a novel, multi-agent reinforcement learning formula- tion of multi-object tracking that treats creating, propagating, and terminating object tracks...”
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17
Conference Proceeding
by Ferrando, Angelo Dennis, Louise Ancona, Davide Fisher, Michael Mascardi, Viviana Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...When applying formal verification to a system that interacts with the real world we must use a model of the environment. This model represents an abstraction...”
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18
Conference Proceeding
by Palmer, Gregory Tuyls, Karl Bloembergen, Daan Savani, Rahul Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Much of the success of single agent deep reinforcement learning (DRL) in recent years can be attributed to the use of experience replay memories (ERM), which...”
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19
Conference Proceeding
by Bitan, Moshe Kraus, Sarit Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...We present agents that perform well against humans in imperfect information games with partially observable actions. We introduce the Semi-Determinized-MCTS...”
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20
Conference Proceeding
by Wicke, Drew Wei, Ermo Luke, Sean Published in Proceedings of the 17th International Conference on autonomous agents and multiagent systems (09.07.2018)“...Vehicle routing problems such as the multiagent dynamic traveling repariman problem (DTRP) are of interest to many fields and of increasing practical...”
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