| PAC: Assisted Value Factorization with Counterfactual Predictions in Multi-Agent Reinforcement Learning H Zhou, T Lan, V Aggarwal Advances in Neural Information Processing Systems (NeurIPS) 36, 15757-15769, 2022 | 47 | 2022 |
| MAC-PO: Multi-agent experience replay via collective priority optimization Y Mei, H Zhou, T Lan, G Venkataramani, P Wei International Conference on Autonomous Agents and Multiagent Systems 22, 466 …, 2023 | 45 | 2023 |
| Every parameter matters: Ensuring the convergence of federated learning with dynamic heterogeneous models reduction H Zhou, T Lan, GP Venkataramani, W Ding Advances in Neural Information Processing Systems 37, 2023 | 38* | 2023 |
| Value functions factorization with latent state information sharing in decentralized multi-agent policy gradients H Zhou, T Lan, V Aggarwal IEEE Transactions on Emerging Topics in Computational Intelligence 7 (5 …, 2023 | 38 | 2023 |
| Projection-Optimal Monotonic Value Function Factorization in Multi-Agent Reinforcement Learning Y Mei, H Zhou, T Lan International Conference on Autonomous Agents and Multiagent Systems 23, 2024 | 31* | 2024 |
| Real-time Network Intrusion Detection via Decision Transformers J Chen, H Zhou, Y Mei, G Adam, ND Bastian, T Lan AAAI-24 Workshop on Artificial Intelligence for Cyber Security (AICS), 2023 | 21 | 2023 |
| Collaborative ai teaming in unknown environments via active goal deduction Z Zhang, H Zhou, M Imani, T Lee, T Lan arXiv preprint arXiv:2403.15341, 2024 | 16 | 2024 |
| Federated learning with online adaptive heterogeneous local models H Zhou, T Lan, GP Venkataramani, W Ding Workshop on Federated Learning: Recent Advances and New Challenges (in …, 2022 | 14 | 2022 |
| Double Policy Estimation for Importance Sampling in Sequence Modeling-Based Reinforcement Learning H Zhou, T Lan, V Aggarwal NeurIPS 2023 Foundation Models for Decision Making Workshop, 2023 | 11* | 2023 |
| ConcaveQ: Non-Monotonic Value Function Factorization via Concave Representations in Deep Multi-Agent Reinforcement Learning H Li, H Zhou, Y Zou, D Yu, T Lan Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence …, 2024 | 10 | 2024 |
| Learning-Based Two-Tiered Online Optimization of Region-Wide Datacenter Resource Allocation CL Chen, H Zhou, J Chen, M Pedramfar, T Lan, Z Zhu, C Zhou, PM Ruiz, ... IEEE Transactions on Network and Service Management, 2024 | 9* | 2024 |
| Pt-vton: an image-based virtual try-on network with progressive pose attention transfer H Zhou, T Lan, G Venkataramani arXiv preprint arXiv:2111.12167, 2021 | 9 | 2021 |
| Hunting garbage collection related concurrency bugs through critical condition restoration H Zhou, T Lan, G Venkataramani Proceedings of the 2020 ACM Workshop on Forming an Ecosystem Around Software …, 2020 | 8 | 2020 |
| Real-time network intrusion detection via importance sampled decision transformers H Zhou, J Chen, Y Mei, G Adam, V Aggarwal, ND Bastian, T Lan 2024 IEEE 21st International Conference on Mobile Ad-Hoc and Smart Systems …, 2024 | 3 | 2024 |
| RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space J Chen, H Zhou, Y Mei, C Joe-Wong, G Adam, ND Bastian, T Lan Advances in Neural Information Processing Systems (NeurIPS) 38, 2024 | 1 | 2024 |
| Effective Value Function Factorization and Exploration in Multi-Agent Reinforcement Learning H Zhou The George Washington University, 2024 | | 2024 |
Vaneet AggarwalPurdue UniversityVerified email at purdue.edu