In Review: "Strategic Planning for Flexible Agent Availability in Large Taxi Fleets" by Rajiv Ranjan Kumar, Pradeep Varakantham and Shih-Fen Cheng, In Conference on Uncertainty in Artificial Intelligence (UAI) 2022
"Adaptive operating hours for improved performance of taxi fleets". by Rajiv Ranjan Kumar, Pradeep Varakantham and Shih-Fen Cheng, In Proceedings of the 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS (2021).
“Decentralized Planning in Stochastic Environments with Submodular Rewards ”, by Rajiv Ranjan Kumar, Pradeep Varakantham and Akshat Kumar. In Proceedings of the AAAI Conference on Artificial Intelligence, AAAI-17 (PDF)
“Exploiting Anonymity and Homogeneity in Factored Dec-MDPs through Pre-computed Binomial Distributions ”, by Rajiv Ranjan Kumar and Pradeep Varakantham. In Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS-17 (PDF)
“Exploiting Anonymity and Homogeneity in Factored Dec-MDPs through Pre-computed Binomial Distributions ”, by Rajiv Ranjan Kumar and Pradeep Varakantham. In AAMAS Workshop on Optimisation in Multi-Agent Systems (OptMAS), 2017 (PDF).