Safe Active Dynamics Learning and Control: A Sequential Exploration-Exploitation Framework

Thomas Lew, Apoorva Sharma, James Harrison, Andrew Bylard, Marco Pavone

Research output: Contribution to journalArticlepeer-review

34 Citations (Scopus)
Original languageEnglish
Pages (from-to)2888-2907
Number of pages20
JournalIEEE Transactions on Robotics
Volume38
Issue number5
DOIs
Publication statusPublished - Oct 1 2022
Externally publishedYes

ASJC Scopus Subject Areas

  • Control and Systems Engineering
  • Computer Science Applications
  • Electrical and Electronic Engineering

Keywords

  • Chance-constrained planning
  • dynamics
  • meta-learning
  • reachability analysis
  • robotics
  • system identification

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