Parisa Zehtabi

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

State Abstraction

Reinforcement Learning

Monte Carlo Tree Search

Modulo Theories

Top Venues

J. Artif. Intell. Res.

Publications

Fernando Acero, Parisa Zehtabi, Nicolas Marchesotti, Michael Cashmore, Daniele Magazzeni, Manuela Veloso
Deep Reinforcement Learning and Mean-Variance Strategies for Responsible Portfolio Optimization. CoRR (2024)
Kyle Mana, Fernando Acero, Stephen Mak, Parisa Zehtabi, Michael Cashmore, Daniele Magazzeni, Manuela Veloso
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates. AAAI (2024)
Saeid Amiri, Parisa Zehtabi, Danial Dervovic, Michael Cashmore
Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization. CoRR (2024)
Parisa Zehtabi, Alberto Pozanco, Ayala Bolch, Daniel Borrajo, Sarit Kraus
Contrastive Explanations of Centralized Multi-agent Optimization Solutions. ICAPS (2024)
Kausik Lakkaraju, Rachneet Kaur, Zhen Zeng, Parisa Zehtabi, Sunandita Patra, Biplav Srivastava, Marco Valtorta
Rating Multi-Modal Time-Series Forecasting Models (MM-TSFM) for Robustness Through a Causal Lens. CoRR (2024)
Parisa Zehtabi, Alberto Pozanco, Ayala Bloch, Daniel Borrajo, Sarit Kraus
Contrastive Explanations of Multi-agent Optimization Solutions. CoRR (2023)
Stephen Mak, Kyle Mana, Parisa Zehtabi, Michael Cashmore, Daniele Magazzeni, Manuela Veloso
Towards Accelerating Benders Decomposition via Reinforcement Learning Surrogate Models. CoRR (2023)
Marc Rigter, Danial Dervovic, Parisa Hassanzadeh, Jason Long, Parisa Zehtabi, Daniele Magazzeni
Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction. AAAI (2022)
Alberto Pozanco, Francesca Mosca, Parisa Zehtabi, Daniele Magazzeni, Sarit Kraus
Explaining Preference-Driven Schedules: The EXPRES Framework. ICAPS (2022)
Alberto Pozanco, Francesca Mosca, Parisa Zehtabi, Daniele Magazzeni, Sarit Kraus
Explaining Preference-driven Schedules: the EXPRES Framework. CoRR (2022)
Marc Rigter, Danial Dervovic, Parisa Hassanzadeh, Jason Long, Parisa Zehtabi, Daniele Magazzeni
Optimal Admission Control for Multiclass Queues with Time-Varying Arrival Rates via State Abstraction. CoRR (2022)
Michael Cashmore, Alessandro Cimatti, Daniele Magazzeni, Andrea Micheli, Parisa Zehtabi
Efficient Anytime Computation and Execution of Decoupled Robustness Envelopes for Temporal Plans. TIME (2021)
Michael Cashmore, Daniele Magazzeni, Parisa Zehtabi
Planning for Hybrid Systems via Satisfiability Modulo Theories. J. Artif. Intell. Res. 67 (2020)
Michael Cashmore, Alessandro Cimatti, Daniele Magazzeni, Andrea Micheli, Parisa Zehtabi
Robustness Envelopes for Temporal Plans. AAAI (2019)
Michael Cashmore, Alessandro Cimatti, Daniele Magazzeni, Andrea Micheli, Parisa Zehtabi
Towards Efficient Anytime Computation and Execution of Decoupled Robustness Envelopes for Temporal Plans. CoRR (2019)