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