Research Interests:
Research Interests:
Human-in-the-loop Reinforcement Learning using advice from single teachers, multiple teachers, symbolic models
Sample-efficient learning paradigm like Active learning, Budgeted learning, Cost-aware learning
Efficient Reinforcement LearningÂ
Statistical Relational Learning
Human-in-the-loop learning for guiding the sample-efficient and sequential decision making models