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Lei Lei — most-cited papers & profile · Time Series
← authors
·
overview
Lei Lei
33
papers ·
243
citations ·
16
h-index
Sherman Hospital · Beijing Meteorological Bureau · Lanzhou University · University of Guelph
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Semantic Scholar ↗
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Most-cited papers
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges
2021 · 191 citations
Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges
2019 · 13 citations
Federated Reinforcement Learning: Techniques, Applications, and Open Challenges
2021 · 10 citations
Dynamic Energy Dispatch Based on Deep Reinforcement Learning in IoT-Driven Smart Isolated Microgrids
2020 · 8 citations
Energy Minimization in UAV-Aided Networks: Actor-Critic Learning for Constrained Scheduling Optimization
2020 · 5 citations
Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing
2019 · 4 citations
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
2023 · 4 citations
Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning
2025 · 1 citations
StepAudio 2.5 Technical Report
2026
Instructing LLMs to Negotiate using Reinforcement Learning with Verifiable Rewards
2026
Move-Then-Operate: Behavioral Phasing for Human-Like Robotic Manipulation
2026
MiM-DiT: MoE in MoE with Diffusion Transformers for All-in-One Image Restoration
2026
Multi-Agent DRL for V2X Resource Allocation: Disentangling Challenges and Benchmarking Solutions
2026
OpAgent: Operator Agent for Web Navigation
2026
Safe and Sustainable Electric Bus Charging Scheduling with Constrained Hierarchical DRL
2025
Topics
Model-Based RL
Value-Based
Policy Gradient
Multi-Agent
Safe RL
cs.AI
Image Restoration
cs.LG
Vision-Language Models
Reinforcement Learning