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Autonomous Agents and Multi-Agent Systems

Ausgabe 1/2020

Inhalt (32 Artikel)

Stable outcomes in modified fractional hedonic games

Gianpiero Monaco, Luca Moscardelli, Yllka Velaj

An agent for learning new natural language commands

Amos Azaria, Shashank Srivastava, Jayant Krishnamurthy, Igor Labutov, Tom M. Mitchell

Open Access

Bounds and dynamics for empirical game theoretic analysis

Karl Tuyls, Julien Perolat, Marc Lanctot, Edward Hughes, Richard Everett, Joel Z. Leibo, Csaba Szepesvári, Thore Graepel

The complexity of bribery and control in group identification

Gábor Erdélyi, Christian Reger, Yongjie Yang

Agents teaching agents: a survey on inter-agent transfer learning

Felipe Leno Da Silva, Garrett Warnell, Anna Helena Reali Costa, Peter Stone

Multi-objective multi-agent decision making: a utility-based analysis and survey

Roxana Rădulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé

Partition decision trees: representation for efficient computation of the Shapley value extended to games with externalities

Oskar Skibski, Tomasz P. Michalak, Yuko Sakurai, Michael Wooldridge, Makoto Yokoo

Open Access

Solving the fair electric load shedding problem in developing countries

Olabambo Ifeoluwa Oluwasuji, Obaid Malik, Jie Zhang, Sarvapali Dyanand Ramchurn

Applying Max-sum to asymmetric distributed constraint optimization problems

Roie Zivan, Tomer Parash, Liel Cohen-Lavi, Yarden Naveh

Crossmodal attentive skill learner: learning in Atari and beyond with audio–video inputs

Dong-Ki Kim, Shayegan Omidshafiei, Jason Pazis, Jonathan P. How

Fast core pricing algorithms for path auction

Hao Cheng, Wentao Zhang, Yi Zhang, Lei Zhang, Jun Wu, Chongjun Wang

The impact of agent definitions and interactions on multiagent learning for coordination in traffic management domains

Jen Jen Chung, Damjan Miklić, Lorenzo Sabattini, Kagan Tumer, Roland Siegwart

Open Access

Facial feedback for reinforcement learning: a case study and offline analysis using the TAMER framework

Guangliang Li, Hamdi Dibeklioğlu, Shimon Whiteson, Hayley Hung

Open Access

Strategyproof and fair matching mechanism for ratio constraints

Kentaro Yahiro, Yuzhe Zhang, Nathanaël Barrot, Makoto Yokoo

Open Access

Two approximation algorithms for probabilistic coalition structure generation with quality bound

Kouki Matsumura, Bojana Kodric, Tenda Okimoto, Katsutoshi Hirayama

Gehrlein stability in committee selection: parameterized hardness and algorithms

Sushmita Gupta, Pallavi Jain, Sanjukta Roy, Saket Saurabh, Meirav Zehavi

Model primitives for hierarchical lifelong reinforcement learning

Bohan Wu, Jayesh K. Gupta, Mykel Kochenderfer

Open Access

Strategic voting in the lab: compromise and leader bias behavior

Reshef Meir, Kobi Gal, Maor Tal

Learning multi-agent communication with double attentional deep reinforcement learning

Hangyu Mao, Zhengchao Zhang, Zhen Xiao, Zhibo Gong, Yan Ni