Browsing by Author Aggarwal, Vaneet

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Showing results 1 to 13 of 13
TitleAuthor(s)Issue Date
 
A Unified Algorithm Framework for Unsupervised Discovery of Skills based on Determinantal Point Process
Proceeding/Conference:Advances in Neural Information Processing Systems
Chen, JiayuAggarwal, VaneetLan, Tian
2023
 
Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions
Journal:Transactions on Machine Learning Research
Chen, JiayuGanguly, BhargavXu, YangMei, YongshengLan, TianAggarwal, Vaneet
2024
 
DeepFreight: A Model-free Deep-reinforcement-learning-based Algorithm for Multi-transfer Freight Delivery
Proceeding/Conference:Proceedings International Conference on Automated Planning and Scheduling Icaps
Chen, JiayuUmrawal, Abhishek K.Lan, TianAggarwal, Vaneet
2021
 
Global Convergence Guarantees for Federated Policy Gradient Methods with Adversaries
Journal:Transactions on Machine Learning Research
Ganesh, SwethaChen, JiayuThoppe, GuganAggarwal, Vaneet
2024
 
Hierarchical Adversarial Inverse Reinforcement Learning
Journal:IEEE Transactions on Neural Networks and Learning Systems
Chen, JiayuLan, TianAggarwal, Vaneet
2024
 
Learning Multiagent Options for Tabular Reinforcement Learning using Factor Graphs
Journal:IEEE Transactions on Artificial Intelligence
Chen, JiayuChen, JingdiLan, TianAggarwal, Vaneet
2023
 
Learning-Based Two-Tiered Online Optimization of Region-Wide Datacenter Resource Allocation
Journal:IEEE Transactions on Network and Service Management
Chen, Chang LinZhou, HanhanChen, JiayuPedramfar, MohammadLan, TianZhu, ZheqingZhou, ChiMauri Ruiz, PolKumar, NeerajDong, HongboAggarwal, Vaneet
2025
 
Multi-agent Covering Option Discovery through Kronecker Product of Factor Graphs
Proceeding/Conference:Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems Aamas
Chen, JiayuChen, JingdiLan, TianAggarwal, Vaneet
2022
 
Multi-task Hierarchical Adversarial Inverse Reinforcement Learning
Proceeding/Conference:Proceedings of Machine Learning Research
Chen, JiayuTamboli, DipeshLan, TianAggarwal, Vaneet
2023
 
Option-Aware Adversarial Inverse Reinforcement Learning for Robotic Control
Proceeding/Conference:Proceedings IEEE International Conference on Robotics and Automation
Chen, JiayuLan, TianAggarwal, Vaneet
2023
 
Order-Optimal Global Convergence for Actor-Critic with General Policy and Neural Critic Parametrization
Proceeding/Conference:Proceedings of Machine Learning Research
Ganesh, SwethaChen, JiayuMondal, Washim UddinAggarwal, Vaneet
2025
 
Reinforced Sequential Decision-Making for Sepsis Treatment: The PosNegDM Framework With Mortality Classifier and Transformer
Journal:IEEE Journal of Biomedical and Health Informatics
Tamboli, DipeshChen, JiayuJotheeswaran, Kiran PraneshYu, DennyAggarwal, Vaneet
2024
 
Scalable Multi-agent Covering Option Discovery based on Kronecker Graphs
Proceeding/Conference:Advances in Neural Information Processing Systems
Chen, JiayuChen, JingdiLan, TianAggarwal, Vaneet
2022
Showing results 1 to 13 of 13