Recommender Systems with Random Walks: A Survey. - Buddhika Laknath Semage (CoRR, 2017)

Fast Model-based Policy Search for Universal Policy Networks. - Buddhika Laknath Semage; Thommen George Karimpanal; Santu Rana; Svetha Venkatesh (ICPR, 2022)

Uncertainty Aware System Identification with Universal Policies. - Buddhika Laknath Semage; Thommen George Karimpanal; Santu Rana; Svetha Venkatesh (ICPR, 2022)

Intuitive Physics Guided Exploration for Sample Efficient Sim2real Transfer. - Buddhika Laknath Semage; Thommen George Karimpanal; Santu Rana; Svetha Venkatesh (ICPR Workshops (2), 2022)

Zero-shot Sim2Real Adaptation Across Environments. - Buddhika Laknath Semage; Thommen George Karimpanal; Santu Rana; Svetha Venkatesh (CoRR, 2023)

Sample-Efficient Co-Design of Robotic Agents Using Multi-fidelity Training on Universal Policy Network. - Kishan R. Nagiredla; Buddhika Laknath Semage; Thommen George Karimpanal; Arun Kumar A. V.; Santu Rana (CoRR, 2023)

ECoDe: A Sample-Efficient Method for Co-design of Robotic Agents. - Kishan R. Nagiredla; Buddhika Laknath Semage; Arun Kumar Anjanapura Venkatesh; Thommen George Karimpanal; Santu Rana (AI (2), 2024)

Improving Multilingual Language Models by Aligning Representations through Steering. - Omar Mahmoud; Buddhika Laknath Semage; Thommen George Karimpanal; Santu Rana (CoRR, 2025)

LaGR-SEQ: Language-guided reinforcement learning with sample-efficient querying. - Thommen Karimpanal George; Buddhika Laknath Semage; Santu Rana; Hung Le 002; Truyen Tran 001; Sunil Gupta 001; Svetha Venkatesh (Neural Comput. Appl., 2025)