Machine Learning & AI
At the forefront of technological innovation, Machine Learning involves crafting algorithms for autonomous learning, while AI simulates human intelligence. Integrating multi-agent systems and game theory enhances decision-making in complex environments, finding applications in finance, cybersecurity, and resource management.
18 result(s)
18 result(s)
Analysis of Optimization Algorithms Using Sum of Squares
Varvitsiotis Antonios (Pi), 2020, SUTD, 3 years
Analysis of Optimization Algorithms Using Sum of Squares
Data-driven Modeling for Risk-averse Analytics and Reliable Operations
(Pi), 2020, Ministry of Education Tier 2 Academic Research Funding, 3 years, $799,996
Data-driven Modeling for Risk-averse Analytics and Reliable Operations
Adaptive Learning for Interactive Agents and Systems
Varvitsiotis Antonios (Pi), 2020, ANR-NRF, 3 years
Adaptive Learning for Interactive Agents and Systems
On Enhancing Robustness of Networks to Dependence via Optimization
Natarajan Karthik (Pi), 2020
On Enhancing Robustness of Networks to Dependence via Optimization
Information Sharing and Collaborative Decision Making
(Pi), 2019, Civil Aviation Authority of Singapore, 2.5 years, $600,000
Information Sharing and Collaborative Decision Making
Design of the Last Mile Transportation System: What Does the Customer Really Want?
Natarajan Karthik (Pi), 2017
Design of the Last Mile Transportation System: What Does the Customer Really Want?
Distributional Robust Optimization for Consumer Choice in Transportation Systems
Natarajan Karthik (Pi), 2017
Distributional Robust Optimization for Consumer Choice in Transportation Systems
On the Interplay of Choice, Robustness and Optimization in Transportation
Natarajan Karthik (Pi), 2017
On the Interplay of Choice, Robustness and Optimization in Transportation