Canmanie T. Ponnambalam

According to our database, Canmanie T. Ponnambalam authored at least 3 papers between 2021 and 2023.

Collaborative distances:

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

2023

Abstraction-Guided Modular Reinforcement Learning.

Canmanie T. Ponnambalam

PhD thesis, 2023

2022

A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics Using Constrained Reinforcement Learning.

Danial Kamran, Thiago D. Simão, Qisong Yang, Canmanie T. Ponnambalam, Johannes Fischer, Matthijs T. J. Spaan, Martin Lauer

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021

Abstraction-Guided Policy Recovery from Expert Demonstrations.

Canmanie T. Ponnambalam, Frans A. Oliehoek, Matthijs T. J. Spaan

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021