Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes

On Sampled Reinforcement Learning in Wireless Networks: Exploitation of Policy Structures

(2020) Libin Liu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Low Complexity Online Radio Access Technology Selection Algorithm in LTE-WiFi HetNet

(2019) Arghyadip Roy et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Remote Estimation Over a Packet-Drop Channel With Markovian State

(2019) Jhelum Chakravorty et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Renewal Monte Carlo: Renewal Theory-Based Reinforcement Learning

(2019) Jayakumar Subramanian et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Joint Physical-Layer and System-Level Power Management for Delay-Sensitive Wireless Communications

(2012) Nicholas Mastronarde et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Structure-Aware Stochastic Control for Transmission Scheduling

(2012) Fangwen Fu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Optimality of threshold policies for transmission scheduling in correlated fading channels

(2009) Minh Ngo et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Monotonicity of Constrained Optimal Transmission Policies in Correlated Fading Channels With ARQ

(2009) Minh Hanh Ngo et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Effects of system parameters on the optimal policy structure in a class of queueing control problems

(2009) Eren Başar Çil et al.   QUEUEING SYSTEMS

An on-line learning algorithm for energy efficient delay constrained scheduling over a fading channel

(2008) Nitin Salodkar et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Structural Properties of Optimal Transmission Policies Over a Randomly Varying Channel

(2008) Mukul Agarwal et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL