Buser Say

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 20

Top Topics

State And Action Spaces

Conditional Independencies

Deterministic Domains

Top Venues

Publications

Viet Huynh, Buser Say, Peter Vogel, Lucy Cao, Geoffrey I. Webb, Aldeida Aleti
Rapid Identification of Protein Formulations with Bayesian Optimisation. ICMLA (2023)
Buser Say
Robust Metric Hybrid Planning in Stochastic Nonlinear Domains Using Mathematical Optimization. ICAPS (2023)
Sanjana Tule, Nhi Ha Lan Le, Buser Say
Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming. SSCI (2022)
Buser Say, Scott Sanner, Jo Devriendt, Jakob Nordström, Peter J. Stuckey
Planning with Learned Binarized Neural Networks Benchmarks for MaxSAT Evaluation 2021. CoRR (2021)
Buser Say
A Unified Framework for Planning with Learned Neural Network Transition Models. AAAI (2021)
Sanjana Tule, Nhi Ha Lan Le, Buser Say
Training Experimentally Robust and Interpretable Binarized Regression Models Using Mixed-Integer Programming. CoRR (2021)
Buser Say, Scott Sanner
Compact and efficient encodings for planning in factored state and action spaces with learned Binarized Neural Network transition models. Artif. Intell. 285 (2020)
Buser Say, Jo Devriendt, Jakob Nordström, Peter J. Stuckey
Theoretical and Experimental Results for Planning with Learned Binarized Neural Network Transition Models. CP (2020)
Ga Wu, Buser Say, Scott Sanner
Scalable Planning with Deep Neural Network Learned Transition Models. J. Artif. Intell. Res. 68 (2020)
Buser Say, Scott Sanner, Sylvie Thiébaux
Reward Potentials for Planning with Learned Neural Network Transition Models. CP (2019)
Buser Say, Scott Sanner
Metric Hybrid Factored Planning in Nonlinear Domains with Constraint Generation. CPAIOR (2019)
Buser Say, Scott Sanner, Sylvie Thiébaux
Reward Potentials for Planning with Learned Neural Network Transition Models. CoRR (2019)
Ga Wu, Buser Say, Scott Sanner
Scalable Nonlinear Planning with Deep Neural Network Learned Transition Models. CoRR (2019)
Buser Say, Scott Sanner
Compact and Efficient Encodings for Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models. CoRR (2018)
Zhijiang Ye, Buser Say, Scott Sanner
Symbolic Bucket Elimination for Piecewise Continuous Constrained Optimization. CPAIOR (2018)
Buser Say, Scott Sanner
Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models. IJCAI (2018)
Ga Wu, Buser Say, Scott Sanner
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains. NIPS (2017)
Buser Say, Ga Wu, Yu Qing Zhou, Scott Sanner
Nonlinear Hybrid Planning with Deep Net Learned Transition Models and Mixed-Integer Linear Programming. IJCAI (2017)
Ga Wu, Buser Say, Scott Sanner
Scalable Planning with Tensorflow for Hybrid Nonlinear Domains. CoRR (2017)
Buser Say, André A. Ciré, J. Christopher Beck
Mathematical Programming Models for Optimizing Partial-Order Plan Flexibility. ECAI (2016)