Janaka Chathuranga Brahmanage

According to our database, Janaka Chathuranga Brahmanage authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Beyond Hard Constraints: Budget-Conditioned Reachability For Safe Offline Reinforcement Learning.

Janaka Chathuranga Brahmanage, Akshat Kumar

CoRR, March, 2026

2025

ShipNaviSim: Data-Driven Simulation for Real-World Maritime Navigation.

Quang Anh Pham, Janaka Chathuranga Brahmanage, Akshat Kumar

Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, 2025

Leveraging Constraint Violation Signals for Action Constrained Reinforcement Learning.

Janaka Chathuranga Brahmanage, Jiajing Ling, Akshat Kumar

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2023

A Data-Driven Approach for Scheduling Bus Services Subject to Demand Constraints.

Janaka Chathuranga Brahmanage, Thivya Kandappu, Baihua Zheng

IEEE Trans. Knowl. Data Eng., July, 2023

FlowPG: Action-constrained Policy Gradient with Normalizing Flows.

Janaka Chathuranga Brahmanage, Jiajing Ling, Akshat Kumar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card Data.

Janaka Chathuranga Brahmanage, Thivya Kandappu, Baihua Zheng

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023