Option Encoder: A Framework for Discovering a Policy Basis in Reinforcement Learning. - Arjun Manoharan; Rahul Ramesh; Balaraman Ravindran (ECML/PKDD (2), 2020)

RePReL: Integrating Relational Planning and Reinforcement Learning for Effective Abstraction. - Harsha Kokel; Arjun Manoharan; Sriraam Natarajan; Balaraman Ravindran; Prasad Tadepalli (ICAPS, 2021)

Multi-lingual Emotion Classification Using Convolutional Neural Networks. - Alexander Iliev; Ameya Mote; Arjun Manoharan (LSSC, 2021)

Dynamic probabilistic logic models for effective abstractions in RL. - Harsha Kokel; Arjun Manoharan; Sriraam Natarajan; Balaraman Ravindran; Prasad Tadepalli (CoRR, 2021)