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
Samuel Yen-Chi Chen — most-cited papers & profile · AI Agents
← authors
·
overview
Samuel Yen-Chi Chen
27
papers ·
115
citations ·
0
h-index
National Taiwan Normal University · Wells Fargo (United States) · Brookhaven National Laboratory
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Application of Quantum Machine Learning using the Quantum Kernel Algorithm on High Energy Physics Analysis at the LHC
2021 · 85 citations
A Unified Framework for Quantum Supervised Learning
2020 · 27 citations
Foundations of Quantum Federated Learning Over Classical and Quantum Networks
2023 · 2 citations
Quantum deep Q learning with distributed prioritized experience replay
2023 · 1 citations
Federated Quantum Kernel Learning for Anomaly Detection in Multivariate IoT Time-Series
2025
Meta-Learning for Quantum Optimization via Quantum Sequence Model
2025
Quantum-Enhanced Forecasting for Deep Reinforcement Learning in Algorithmic Trading
2025
Breaking Through Barren Plateaus: Reinforcement Learning Initializations for Deep Variational Quantum Circuits
2025
You Only Measure Once: On Designing Single-Shot Quantum Machine Learning Models
2025
Quantum Reinforcement Learning by Adaptive Non-local Observables
2025
Can Classical Initialization Help Variational Quantum Circuits Escape the Barren Plateau?
2025
Quantum Reinforcement Learning by Adaptive Non-local Observables
2025
Adaptive Non-local Observable on Quantum Neural Networks
2025
Toward Large-Scale Distributed Quantum Long Short-Term Memory with Modular Quantum Computers
2025
Variational Quantum Circuits for Deep Reinforcement Learning
2019
Topics
Quantum Machine Learning
Quantum Simulation
Quantum Software
NISQ
quant-ph
Quantum Algorithms
Variational Methods
cs.AI
Model-Based RL
Policy Gradient