Pathmanathan Pankayaraj

According to our database, Pathmanathan Pankayaraj authored at least 5 papers between 2019 and 2024.

Collaborative distances:

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

2024

Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning.

Pathmanathan Pankayaraj, Natalia Díaz Rodríguez, Javier Del Ser

Cogn. Comput., January, 2024

2023

Constrained Reinforcement Learning in Hard Exploration Problems.

Pathmanathan Pankayaraj, Pradeep Varakantham

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2020

A Decentralized Communication Policy for Multi Agent Multi Armed Bandit Problems.

Pathmanathan Pankayaraj, D. H. S. Maithripala

Proceedings of the 18th European Control Conference, 2020

A Decentralized Policy with Logarithmic Regret for a Class of Multi-Agent Multi-Armed Bandit Problems with Option Unavailability Constraints and Stochastic Communication Protocols.

Pathmanathan Pankayaraj, D. H. S. Maithripala, Jordan M. Berg

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

An Option and Agent Selection Policy with Logarithmic Regret for Multi Agent Multi Armed Bandit Problems on Random Graphs.

Pathmanathan Pankayaraj, D. H. S. Maithripala

CoRR, 2019