World-models for bitrate streaming

HIGHLIGHTS

  • who: Harrison Brown and colleagues from the (UNIVERSITY) have published the paper: World-Models for Bitrate Streaming, in the Journal: (JOURNAL)
  • what: This project explores using supervised learning to construct a world-model or a learned simulator from recorded interactions. This work explores whether it is possible to build world-models for bitrate streaming, and whether world-models can provide any benefits in learning optimal policies. The authors provide experiments that show the performance of an agent trained entirely inside a learned world-model and provide sample complexity comparisons with current model-free algorithms. Instead . . .

     

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