TEAMSTER: Model-based reinforcement learning for ad hoc teamwork

Reinforcement learning algorithm for non-stationary environments

(2020) Sindhu Padakandla et al.   APPLIED INTELLIGENCE

A Comprehensive Survey on Graph Neural Networks

(2020) Zonghan Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Project INSIDE: towards autonomous semi-unstructured human–robot social interaction in autism therapy

(2018) Francisco S. Melo et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Multiagent cooperation and competition with deep reinforcement learning

(2017) Ardi Tampuu et al.   PLoS One

Multi-agent reinforcement learning as a rehearsal for decentralized planning

(2016) Landon Kraemer et al.   NEUROCOMPUTING

Ad hoc teamwork by learning teammates’ task

(2015) Francisco S. Melo et al.   AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE