| 2022 | AAAI | Safe Online Convex Optimization with Unknown Linear Safety Constraints. | Sapana Chaudhary, Dileep M. Kalathil |
| 2022 | AISTATS | Sample Complexity of Robust Reinforcement Learning with a Generative Model. | Kishan Panaganti, Dileep M. Kalathil |
| 2022 | ICLR | Reinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration. | Desik Rengarajan, Gargi Vaidya, Akshay Sarvesh, Dileep M. Kalathil, Srinivas Shakkottai |
| 2021 | AAAI | Learning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs. | Aria HasanzadeZonuzy, Archana Bura, Dileep M. Kalathil, Srinivas Shakkottai |
| 2021 | AISTATS | Reinforcement Learning for Mean Field Games with Strategic Complementarities. | Ki-Yeob Lee, Desik Rengarajan, Dileep M. Kalathil, Srinivas Shakkottai |
| 2021 | IJCAI | Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes. | Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai |
| 2020 | WiOpt | Reinforcement Learning for Multi-Hop Scheduling and Routing of Real-Time Flows. | Aria HasanzadeZonuzy, Dileep M. Kalathil, Srinivas Shakkottai |
| 2019 | MOBIHOC | QFlow: A Reinforcement Learning Approach to High QoE Video Streaming over Wireless Networks. | Rajarshi Bhattacharyya, Archana Bura, Desik Rengarajan, Mason Rumuly, Srinivas Shakkottai, Dileep M. Kalathil, Ricky K. P. Mok, Amogh Dhamdhere |
| 2012 | ISIT | Incentives for cooperative relaying in a simple information-theoretic model. | Dileep M. Kalathil, Rahul Jain |
| 2010 | WiOpt | A contracts-based approach for spectrum sharing among cognitive radios. | Dileep M. Kalathil, Rahul Jain |