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Brighten Godfrey

2 accepted papers

2022

On-Device CPU Scheduling for Robot Systems

IROS 2022poster

Robots have to take highly responsive real-time actions, driven by complex decisions involving a pipeline of sensing, perception, planning, and reaction tasks. These tasks must be scheduled on resource-constrained devices such that the performance goals and the requirements of the application are me…

Cited by 5SourceScholar
2019

A Deep Reinforcement Learning Perspective on Internet Congestion Control

ICML 2019oral

We present and investigate a novel and timely application domain for deep reinforcement learning (RL): Internet congestion control. Congestion control is the core networking task of modulating traffic sources’ data-transmission rates to efficiently utilize network capacity, and is the subject of ext…