Awesome AI Agents
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Vaneet Aggarwal — most-cited papers & profile · AI Agents
← authors
·
overview
Vaneet Aggarwal
77
papers ·
99
citations ·
41
h-index
Purdue University West Lafayette
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Reinforcement Learning for Mean Field Game
2019 · 11 citations
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
2023 · 10 citations
Improved Communication Efficiency in Federated Natural Policy Gradient via ADMM-based Gradient Updates
2023 · 10 citations
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
2024 · 7 citations
Asynchronous Federated Reinforcement Learning with Policy Gradient Updates: Algorithm Design and Convergence Analysis
2024 · 7 citations
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
2021 · 6 citations
Reinforcement Learning for Joint Optimization of Multiple Rewards
2019 · 4 citations
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning
2022 · 4 citations
Provably Efficient Model-Free Algorithm for MDPs with Peak Constraints
2020 · 3 citations
Cross Layer Optimization and Distributed Reinforcement Learning for Wireless 360ẹg Video Streaming
2020 · 3 citations
Value Functions Factorization with Latent State Information Sharing in Decentralized Multi-Agent Policy Gradients
2022 · 3 citations
On the Near-Optimality of Local Policies in Large Cooperative Multi-Agent Reinforcement Learning
2022 · 3 citations
Deep Reinforcement Learning Based Power control for Wireless Multicast Systems
2019 · 2 citations
A Distributed Model-Free Algorithm for Multi-hop Ride-sharing using Deep Reinforcement Learning
2019 · 2 citations
FlexPool: A Distributed Model-Free Deep Reinforcement Learning Algorithm for Joint Passengers & Goods Transportation
2020 · 2 citations
Topics
Policy Gradient
Multi-Agent
Model-Based RL
Value-Based
Safe RL
Federated Learning
Exploration
Game AI
cs.LG
Optimization