Accepted Papers
Without any prior publication
- Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games. Ying Wen*, UCL; Jun Wang, UCL
- A two dimensional decomposition approach for matrix completion through gossip. Mukul Bhutani*, Amazon; Bamdev Mishra, Amazon.com
- Multi-Agent Compositional Communication Learning from Raw Visual Input. Edward Choi*, Georgia Institute of Technology; Angeliki Lazaridou, DeepMind; Nando de Freitas, DeepMind
- Analyzing Language Learned by an Active Question Answering Agent. Jannis Bulian*, Google; Christian Buck, Google; Massimiliano Ciaramita, Google; Wojciech Gajewski, Google; Andrea Gesmundo, Google; Neil Houlsby, Google; Wei Wang, Google
- MACE: Structured Exploration via Deep Hierarchical Coordination. Stephan Zheng*, Caltech; Yisong Yue, Caltech
- Multi-agent Communication by Bi-directional Recurrent Neural Networks. Ying Wen*, UCL; Yaodong Yang, University College London; Jun Wang, UCL
- Vehicle Communication Strategies for Simulated Highway Driving. Cinjon Resnick*, NYU; Ilia Kulikov, NYU; Kyunghyun Cho, New York University; Jason Weston, FAIR
- Modeling Opponent Hidden States in Deep Reinforcement Learning. Roberta Raileanu*, NYU; Arthur Szlam, FAIR; Rob Fergus, FAIR
- Emergent Communication through Negotiatio.n. Kris Cao*, University of Cambridge; Angeliki Lazaridou, DeepMind; Stephen Clark, University of Cambridge/Deepmind; Joel Z Leibo, DeepMind; Marc Lanctot, Deepmind; Karl Tuyls, Deepmind
With prior publication
- Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog. Satwik Kottur*, Carnegie Mellon University; Satwik Kottur; José M.F. Moura; Stefan Lee; Dhruv Batra (EMNLP 2017)
- Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols. Serhii Havrylov*, Institute for Language, Cognition and Computation, the University of Edinburgh; Ivan Titov, Institute for Language, Cognition and Computation, the University of Edinburgh (NIPS 2017)
- An unbroken evolutionary pathway to symbolic communication. Paul Grouchy*, University of Toronto; Paul Grouchy, Gabriele M. T. D’Eleuterio; Morten H. Christiansen; Hod Lipson (Nature Scientific Reports)