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Pradeep Varakantham
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Publications
- 2023
- [c120]Jiajing Ling, Moritz Lukas Schuler, Akshat Kumar, Pradeep Varakantham:
Knowledge Compilation for Constrained Combinatorial Action Spaces in Reinforcement Learning. AAMAS 2023: 860-868 - 2022
- [c111]Sylvie Thiébaux, William Yeoh, Akshat Kumar, Pradeep Varakantham:
Preface. ICAPS 2022 - [e1]Akshat Kumar, Sylvie Thiébaux, Pradeep Varakantham, William Yeoh:
Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, ICAPS 2022, Singapore (virtual), June 13-24, 2022. AAAI Press 2022, ISBN 978-1-57735-874-9 [contents] - 2019
- [c99]Abhinav Bhatia, Pradeep Varakantham, Akshat Kumar:
Resource Constrained Deep Reinforcement Learning. ICAPS 2019: 610-620 - 2018
- [j12]Pradeep Varakantham, Akshat Kumar, Hoong Chuin Lau, William Yeoh:
Risk-Sensitive Stochastic Orienteering Problems for Trip Optimization in Urban Environments. ACM Trans. Intell. Syst. Technol. 9(3): 24:1-24:25 (2018) - [i5]Abhinav Bhatia, Pradeep Varakantham, Akshat Kumar:
Resource Constrained Deep Reinforcement Learning. CoRR abs/1812.00600 (2018) - 2017
- [c88]Rajiv Ranjan Kumar, Pradeep Varakantham, Akshat Kumar:
Decentralized Planning in Stochastic Environments with Submodular Rewards. AAAI 2017: 3021-3028 - 2016
- [c78]Akshat Kumar, Arambam James Singh, Pradeep Varakantham, Daniel Sheldon:
Robust Decision Making for Stochastic Network Design. AAAI 2016: 3857-3863 - [c74]Meghna Lowalekar, Pradeep Varakantham, Akshat Kumar:
Robust Influence Maximization: (Extended Abstract). AAMAS 2016: 1395-1396 - 2015
- [c62]Pritee Agrawal, Akshat Kumar, Pradeep Varakantham:
Near-Optimal Decentralized Power Supply Restoration in Smart Grids. AAMAS 2015: 1275-1283 - [c61]Supriyo Ghosh, Akshat Kumar, Pradeep Varakantham:
Probabilistic Inference Based Message-Passing for Resource Constrained DCOPs. IJCAI 2015: 411-417 - [c58]Jiali Du, Pradeep Varakantham, Akshat Kumar, Shih-Fen Cheng:
Learning and Controlling Network Diffusion in Dependent Cascade Models. WI-IAT (2) 2015: 336-343 - 2014
- [c53]Jiali Du, Akshat Kumar, Pradeep Varakantham:
On understanding diffusion dynamics of patrons at a theme park. AAMAS 2014: 1501-1502 - 2013
- [c49]Pradeep Varakantham, Akshat Kumar:
Optimization Approaches for Solving Chance Constrained Stochastic Orienteering Problems. ADT 2013: 387-398
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