Pathmanathan Pankayaraj

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Bandit Problems

Intelligent Agents

Reinforcement Learning

Top Venues

Publications

Pathmanathan Pankayaraj, Natalia Díaz Rodríguez, Javier Del Ser
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning. Cogn. Comput. 16 (1) (2024)
Pathmanathan Pankayaraj, Pradeep Varakantham
Constrained Reinforcement Learning in Hard Exploration Problems. AAAI (2023)
Pathmanathan Pankayaraj, Natalia Díaz Rodríguez, Javier Del Ser
Using Curiosity for an Even Representation of Tasks in Continual Offline Reinforcement Learning. CoRR (2023)
Pathmanathan Pankayaraj, D. H. S. Maithripala
A Decentralized Communication Policy for Multi Agent Multi Armed Bandit Problems. ECC (2020)
Pathmanathan Pankayaraj, D. H. S. Maithripala, Jordan M. Berg
A Decentralized Policy with Logarithmic Regret for a Class of Multi-Agent Multi-Armed Bandit Problems with Option Unavailability Constraints and Stochastic Communication Protocols. CDC (2020)
Pathmanathan Pankayaraj, D. H. S. Maithripala, Jordan M. Berg
A Decentralized Policy with Logarithmic Regret for a Class of Multi-Agent Multi-Armed Bandit Problems with Option Unavailability Constraints and Stochastic Communication Protocols. CoRR (2020)
Pathmanathan Pankayaraj, D. H. S. Maithripala
An Option and Agent Selection Policy with Logarithmic Regret for Multi Agent Multi Armed Bandit Problems on Random Graphs. CoRR (2019)