4 citations · 6 across the 2 of their papers we have counts for
3 papers
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning
Changyu Chen, Ramesha Karunasena, Thanh Hong Nguyen +2
Many problems in Reinforcement Learning (RL) seek an optimal policy with large discrete multidimensional yet unordered action spaces; these include problems in randomized allocatio…
DEVI: Open-source Human-Robot Interface for Interactive Receptionist Systems
Ramesha Karunasena, Piumi Sandarenu, Madushi Pinto +3
Humanoid robots that act as human-robot interfaces equipped with social skills can assist people in many of their daily activities. Receptionist robots are one such application whe…
Measuring Data Collection Diligence for Community Healthcare
Ramesha Karunasena, Mohammad Sarparajul Ambiya, Arunesh Sinha +5
Data analytics has tremendous potential to provide targeted benefit in low-resource communities, however the availability of high-quality public health data is a significant challe…