Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives

Anand Balakrishnan; Stefan Jaksic; Edgar Alexis Aguilar Lozano; Dejan Nickovic; Jyotirmoy V. Deshmukh

doi:10.1145/3501710.3524734

Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives

Anand Balakrishnan
, Stefan Jaksic (Speaker)
, Edgar Alexis Aguilar Lozano
, Dejan Nickovic
, Jyotirmoy V. Deshmukh

University of Southern California

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation › peer-review

Original language	English
Title of host publication	HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022
Pages	261-262
Number of pages	2
DOIs	https://doi.org/10.1145/3501710.3524734
Publication status	Published - 2022
Event	HSCC '22: 25th {ACM} International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022 - Duration: 4 May 2022 → 6 May 2022

Conference

Conference	HSCC '22: 25th {ACM} International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022
Period	4/05/22 → 6/05/22

Research Field

Dependable Systems Engineering

Access to Document

10.1145/3501710.3524734Licence: Unspecified

Cite this

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title = "Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives",

author = "Anand Balakrishnan and Stefan Jaksic and \{Aguilar Lozano\}, \{Edgar Alexis\} and Dejan Nickovic and Deshmukh, \{Jyotirmoy V.\}",

year = "2022",

doi = "10.1145/3501710.3524734",

language = "English",

isbn = "978-1-4503-9196-2",

pages = "261--262",

booktitle = "HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022",

note = "HSCC '22: 25th \{ACM\} International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022 ; Conference date: 04-05-2022 Through 06-05-2022",

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Balakrishnan, A, Jaksic, S, Aguilar Lozano, EA, Nickovic, D & Deshmukh, JV 2022, Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives. in HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022. pp. 261-262, HSCC '22: 25th {ACM} International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022, 4/05/22. https://doi.org/10.1145/3501710.3524734

Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives. / Balakrishnan, Anand; Jaksic, Stefan (Speaker); Aguilar Lozano, Edgar Alexis et al.
HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022. 2022. p. 261-262.

Research output: Chapter in Book or Conference Proceedings › Conference Proceedings with Poster Presentation › peer-review

TY - CHAP

T1 - Model-Free Reinforcement Learning for Symbolic Automata-encoded Objectives

AU - Balakrishnan, Anand

AU - Aguilar Lozano, Edgar Alexis

AU - Nickovic, Dejan

AU - Deshmukh, Jyotirmoy V.

A2 - Jaksic, Stefan

PY - 2022

Y1 - 2022

U2 - 10.1145/3501710.3524734

DO - 10.1145/3501710.3524734

M3 - Conference Proceedings with Poster Presentation

SN - 978-1-4503-9196-2

SP - 261

EP - 262

BT - HSCC '22: 25th ACM International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022

T2 - HSCC '22: 25th {ACM} International Conference on Hybrid Systems: Computation and Control, Milan, Italy, May 4 - 6, 2022

Y2 - 4 May 2022 through 6 May 2022

ER -