Doctoral Theses: Recent submissions

Now showing items 103-105 of 23394

    • Generalizable Reinforcement Learning for Network Control 

      Wigmore, Jerrod (Massachusetts Institute of Technology, 2025-09)
      This thesis confronts the critical generalization gap of Deep Reinforcement Learning (DRL) that hinders its effective application to queueing network control, where policies often fail to perform robustly in unseen topologies ...

    • Local Competition, Number and Definitness 

      Doron, Omri (Massachusetts Institute of Technology, 2025-09)
      In this dissertation, I explore the consequences of local competition inside the DP. I argue that various phenomena, including multiplicity inferences, homogeneity and definiteness, are best explained as locally-triggered ...

    • Engineering DNA-based electrochemical diagnostics for translational applications 

      Zhou, Xingcheng (Massachusetts Institute of Technology, 2025-09)
      Low-resource settings are disproportionally burdened by infectious diseases due to limited access to early and accurate disease detection. Current gold standard methods, while effective, have high turnaround times and ...