Feature Search in the Grassmanian in Online Reinforcement Learning / Shalabh Bhatnagar, Vivek S. Borkar, Prabuchandran K.J.
Deterministic Sequencing of Exploration and Exploitation for Multi-Armed Bandit Problems / Sattar Vakili, Keqin Liu, Qin Zhao
Sequentiality and Adaptivity Gains in Active Hypothesis Testing / Mohammad Naghshvar, Tara Javidi
Multistage Adaptive Estimation of Sparse Signals / Dennis Wei, Alfred O. Hero
Hypothesis Testing in Feedforward Networks with Broadcast Failures / Zhenliang Zhang, et al.
Learning-Based Constraint Satisfaction with Sensing Restrictions / Alessandro Checco, Doughlas J. Leith
Distributed Energy-Aware Diffusion Least Mean Squares: game-theoretic learning / Omid Namvar Gharehshiran, Vikram Krishnamurthy
Distributed Learning and Multiaccess of On-Off Channels / Shiyao Chen, Lang Tong
Winning the Lottery: learning perfect coordination with minimal feedback / William Zame, Jie Xu, Michaela van der Schaar
Multiagent Reinforcement Learning Based Spectrum Sensing Policies for Cognitive Radio Networks / Jarmo Lunden, et al.
Opportunistic Spectrum Access by Exploiting Primary User Feedbacks in Underlay Cognitive Radio Systems: an optimaly analysis / Kehao Wang, Lin Chen, Quan Liu
Maximizing Quality of Information from Multiple Sensor Devices: the exploration vs exploitation tradeoff / Ertugul Necdet Ciftcioglu, Aylin Yener, Michael J. Neely
Transmit Power Control Policies for Energy Harvesting Sensors with Retransmissions / Anup Aprem, et al.
Robust Reputation Protocol Design for Online Communities: a stochastic stability analysis / Yu Zhang, Michaela van der Schaar