Suguman Bansal
[Publications] [Tutorial] [Thesis] [Research talks]Publications [Top]
- Inductive Generalization in Reinforcement Learning from Specifications
Vignesh Subramanian, Rohit Kushwah, Subhajit Roy, Suguman Bansal
- Reinforcement Learning from Reachability Specifications: PAC Guarantees with Expected Conditional Distance
Jakub Svoboda, Suguman Bansal, Krishnendu Chatterjee
(To appear) International Conference on Machine Learning (ICML) 2024 - DAG-Based Compositional Approaches for LTLf to DFA Conversions
Suguman Bansal, Yong Li, Yash Kankariya
(To appear) Formal Methods in Computer-Aided Design (FMCAD) 2024 - Automata-Based Quantitative Reasoning
Suguman Bansal
ACM SIGLOG News, Volume 10, Issue 3, July 2023 - Multi-Agent Systems with Quantitative Satisficing Goals
Senthil Rajasekaran, Suguman Bansal, and Moshe Vardi
International Joint Conference on Artificial Intelligence (IJCAI) 2023 - Model Checking Strategies from Synthesis Over Finite Traces
Suguman Bansal, Yong Li, Lucas M. Tabajara, Moshe Y. Vardi, and Andrew Wells
Automated Technology for Verification and Analysis (ATVA) 2023
Best Paper Award at ATVA 2023 - A Framework for Transforming Specifications in Reinforcement Learning
Rajeev Alur, Suguman Bansal, Osbert Bastani, Kishor Jothimurugan
Principles of System Design 2023 (Special Issue Journal Henzinger-60).
- Specification-Guided Learning of Nash Equilibria with High Social Welfare
Kishor Jothimurugan, Suguman Bansal, Osbert Bastani, Rajeev Alur
Computer-Aided Verification (CAV) 2022
- On Synthesis from Satisficing and Temporal Goals
Suguman Bansal, Lydia Kavraki, Moshe Y. Vardi, and Andrew Wells
AAAI Conference on AI (AAAI) 2022
- Specification-Guided Reinforcement Learning
Suguman Bansal
Static Analysis Sysmposium (SAS) 2022
- Compositional Safety LTL Synthesis
Suguman Bansal, Giuseppe De Giacomo, Antonio Di Stasio, Yong Li, Moshe Vardi, and Shufang Zhu
Verified Software: Theories, Tools, and Experiments (VSTTE) 2022
- Compositional Reinforcement Learning from Logical Specifications
Kishor Jothimurugan, Suguman Bansal, Osbert Bastani, Rajeev Alur
Neural Information Processing Systems (NeurIPS) 2021
Slides Poster - Adapting Behaviors via Reactive Synthesis
Gal Araman, Suguman Bansal, Dror Fried, Lucas M. Tabajara, Moshe Y. Vardi, and Gera Wiess
Computer-Aided Verification (CAV) 2021
CAV Artifact Evaluated: Available, Functional, and Reusable
- On Satisficing in Quantitative Games
Suguman Bansal, Krishnendu Chatterjee, Moshe Y. Vardi
Tools and Algorithms for the Construction and Analysis of Systems (TACAS) 2021
Slides Talk Video - Hybrid compositional reasoning for reactive synthesis from finite-horizon tasks
Suguman Bansal, Yong Li, Lucas M. Tabajara, Moshe Y. Vardi
AAAI Conference on AI (AAAI) 2020
Tool Lisa Slides BibTex
- Synthesis of coordination programs from linear temporal logic
Suguman Bansal, Kedar S. Namjoshi, Yaniv Sa'ar
Principles of Programming Languages (POPL) 2020
ACM Artifact Evaluated: Functional
Slides Video BibTex
- Safety and co-safety comparator automata for discounted-sum inclusion
Suguman Bansal, Moshe Y. Vardi
Computer-Aided Verification (CAV) 2019
Slides BibTex
- Automata vs linear-programming discounted-sum inclusion
Suguman Bansal, Swarat Chaudhuri, Moshe Y. Vardi
Computer-Aided Verification (CAV) 2018
Slides BibTex
- Synthesis of asynchronous reactive programs from temporal specifications
Suguman Bansal, Kedar Namjoshi, Yaniv Sa'ar
Computer-Aided Verification (CAV) 2018
Slides BibTex
- Comparator automata in quantitative verification
(Extended version with additional results on Arxiv)
Suguman Bansal, Swarat Chaudhuri, Moshe Y. Vardi
Foundations of Software Science and Computation Structures (FoSSaCS) 2018
Slides BibTex
ArXived
- Equilibria in quantitative concurrent games
Shaull Almagor, Rajeev Alur, Suguman Bansal
arXiv preprint arXiv:1809.10503
Workshop Paper(s)
- Specification-Guided Learning of Nash Equilibria with High Social Welfare [BibTex]
Kishor Jothimurugan, Suguman Bansal, Osbert Bastani, Rajeev Alur
Workshop on Safe and Robust Control of Uncertain Systems (SafeRL) 2021 co-located with NeurIPS 2021 - Compositional Reinforcement Learning from Logical Specifications [BibTex]
Kishor Jothimurugan, Suguman Bansal, Osbert Bastani, Rajeev Alur
Workshop on Synthesis (SYNT) 2021 co-located with CAV 2021 - Automata-Based Quantitative Reasoning [BibTex]
Suguman Bansal
HIGHLIGHTS of Logic, Games and Automata 2020 - Co-ordination synthesis [BibTex]
Suguman Bansal, Yaniv Sa'ar, Kedar S. Namjoshi
Workshop on Synthesis (SYNT) 2019 co-located with CAV 2019 - Chanakya: Computer-Aided Strategic Reasoning [BibTex]
Suguman Bansal, Swarat Chaudhuri
Off the Beaten Track (OBT) 2016 co-located with POPL 2016
Poster(s)
- Reasoning about Incentive Compatibility [Full] [Short] [Poster] [BibTex]
Suguman Bansal
ACM Student Reseach Competition (ACM-SRC) at POPL 2016
Awarded Gold Medal at ACM-SRC at POPL-2016
Tutorial [Top]
- Specification-Guided Reinforcement Learning
Co-presented with Rajeev Alur, Osbert Bastani, and Kishor Jothimurugan at AAAI 23
Thesis [Top]
- Automata-Based Quantitative Verification [pdf] [Summary] [BibTex]
Ph.D Thesis, Rice University, 2020 - Algorithmic analysis of Regular Repeated Games [pdf] [BibTex]
Master's Thesis, Rice University, 2016
Research Talks [Top]
Invited talks
Sapienza University of Rome, Italy, June 2021
Simons Institute Workshop on Synthesis of Models and Systems, Simons Institute, UC Berkeley, March 2021
Machine Learning Seminar Series, Rice University, March. 2020
ICES, University of Texas at Austin, Austin, February 2020
Department of Computer Science, University of Pennsylvania, Philadelphia, January 2020
IST Austria, Klosterneuburg, Austria, April 2018
Google Student Research Summit, YouTube Headquarters, San Bruno, September 2017
Saarland University, Saarbruken, March 2017
Seminar talks
Formal Methods Seminar, Hebrew University, Israel, June 2021
Formal Methods Seminar, Ben Gurion University, Israel, March 2021
Nokia Bell Labs, Murray Hill, USA, February 2020
Verification seminar series, University of Oxford, Oxford, November 2019
Department of Computer Science - IIT Delhi, New Delhi, April 2019
School of computing, National University of Singapore, Singapore, April 2019
UC Berkeley, Berkeley, April 2018
Student Spotlight, 2nd Winter School in Computer Science and Engineering on Formal Methods, IIAS, Jerusalem, December 2017
Application Platforms and Software Systems Group, Nokia Bell Labs, Murray Hill, July 2017
Dagstuhl seminar on Game Theory in AI, Logic and Algorithms, Dagsthul, March 2017
M.Sc. Thesis Defense Talk, Rice University, Houston, April 2016
ACM SRC at POPL 2016, St. Petersberg, January 2016
Conference and Workshop talks
HIGHLIGHTS of Logic, Games and Automata 2021, September 2021 [Upcoming]
Workshop on Synthesis (SYNT) 2021 co-located with CAV 2021, July 2021 [Upcoming]
International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS) 2021, March 2021
HIGHLIGHTS of Logic, Games and Automata 2020, September 2020
AAAI conference on AI (AAAI) 2020, New York City, February 2020
Symposium on Principles of Programming Lanugages (POPL) 2020, New Orleans, January 2020
International conference on Computer-Aided Verification (CAV) 2019, New York City, July 2019
Workshop on Synthesis (SYNT) 2019 co-located with CAV 2019, New York City, July 2019
International conference on Computer-Aided Verification (CAV) 2018, FLoC 2018, Oxford, July 2018
International conference on Computer-Aided Verification (CAV) 2018, FLoC 2018, Oxford, July 2018
International conference on Foundations of Software Science and Computation Structures (FoSSaCS) 2018, Thessaloniki, April 2018
Off the Beaten Track 2016 co-located with POPL 2016, St. Petersberg, January 2016