2 papers
math.OC2026
Reinforcement Learning for Jointly Optimal Coding and Control Policies for a Controlled Markovian System over a Communication Channel
Evelyn Hubbard, Liam Cregg, Serdar Yüksel
We study the problem of joint optimization involving coding and control policies for a controlled Markovian sytem over a finite-rate noiseless communication channel. While structur…
math.OC2025
Sliding Window Codes: Near-Optimality and Q-Learning for Zero-Delay Coding
Liam Cregg, Fady Alajaji, Serdar Yuksel
We study the problem of zero-delay coding for the transmission of a Markov source over a noisy channel with feedback and present a reinforcement learning solution which is guarante…