Janaka Chathuranga Brahmanage

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Model Free Reinforcement Learning

Policy Gradient

Function Approximation

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Janaka Chathuranga Brahmanage, Jiajing Ling, Akshat Kumar
FlowPG: Action-constrained Policy Gradient with Normalizing Flows. CoRR (2024)
Janaka Chathuranga Brahmanage, Jiajing Ling, Akshat Kumar
FlowPG: Action-constrained Policy Gradient with Normalizing Flows. NeurIPS (2023)
Janaka Chathuranga Brahmanage, Thivya Kandappu, Baihua Zheng
A Data-Driven Approach for Scheduling Bus Services Subject to Demand Constraints. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Janaka Chathuranga Brahmanage, Thivya Kandappu, Baihua Zheng
MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card Data. ICDE (2023)