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Vaneet Aggarwal โ most-cited papers & profile ยท Reinforcement Learning
โ authors
ยท
overview
Vaneet Aggarwal
73
papers ยท
104
citations ยท
41
h-index
Purdue University West Lafayette
Google Scholar โ
Semantic Scholar โ
OpenAlex โ
Most-cited papers
Reinforcement Learning for Mean Field Game
2019 ยท 11 citations
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
2023 ยท 10 citations
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
2024 ยท 7 citations
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
2021 ยท 6 citations
Reinforcement Learning for Joint Optimization of Multiple Rewards
2019 ยท 4 citations
Provably Efficient Model-Free Algorithm for MDPs with Peak Constraints
2020 ยท 3 citations
Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360แบนg Video Streaming
2020 ยท 3 citations
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients
2022 ยท 3 citations
On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning
2022 ยท 3 citations
Deep Reinforcement Learning Based Power control for Wireless Multicast Systems
2019 ยท 2 citations
A Distributed Model-Free Algorithm for Multi-hop Ride-sharing using Deep Reinforcement Learning
2019 ยท 2 citations
FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers & Goods Transportation
2020 ยท 2 citations
Model Free Reinforcement Learning Algorithm for Stationary Mean field Equilibrium for Multiple Types of Agents
2020 ยท 2 citations
DROP: Deep relocating option policy for optimal ride-hailing vehicle repositioning
2021 ยท 2 citations
PAC: Assisted Value Factorisation with Counterfactual Predictions in Multi-Agent Reinforcement Learning
2022 ยท 2 citations
Top co-authors
Washim Uddin Mondal
ยท 14
Qinbo Bai
ยท 8
Mridul Agarwal
ยท 7
Jiayu Chen
ยท 6
Tian Lan
ยท 6
Marina Haliem
ยท 5
Amrit Singh Bedi
ยท 4
Swetha Ganesh
ยท 4
Bharat Bhargava
ยท 3
Bhargav Ganguly
ยท 3
Hanhan Zhou
ยท 3
Satish V. Ukkusuri
ยท 3
Topics
Policy Gradient
Multi-Agent
Value-Based
Model-Based RL
Safe RL
Exploration
Game AI
Offline RL
Meta-RL