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Fangkai Yang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Fangkai Yang
40
papers ·
235
citations ·
16
h-index
Microsoft Research Asia (China)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making
2018 · 19 citations
Integrating Task-Motion Planning with Reinforcement Learning for Robust Decision Making in Mobile Robots
2018 · 10 citations
SDRL: Interpretable and Data-efficient Deep Reinforcement Learning Leveraging Symbolic Planning
2018 · 2 citations
Learning Cooperative Oversubscription for Cloud by Chance-Constrained Multi-Agent Reinforcement Learning
2022 · 2 citations
Self-Evolved Reward Learning for LLMs
2024 · 1 citations
Pretrain Value, Not Reward: Decoupled Value Policy Optimization
2025
VEM: Environment-Free Exploration for Training GUI Agent with Value Environment Model
2025
A Joint Planning and Learning Framework for Human-Aided Decision-Making
2019
An Advanced Reinforcement Learning Framework for Online Scheduling of Deferrable Workloads in Cloud Computing
2024
Top co-authors
Dongmei Zhang
· 5
Qingwei Lin
· 5
Saravan Rajmohan
· 5
Lu Wang
· 4
Bo Liu
· 3
Daoming Lyu
· 3
Qi Zhang
· 3
Steven Gustafson
· 3
Bo Qiao
· 2
Chenghua Huang
· 2
Hang Dong
· 2
Pu Zhao
· 2
Topics
Model-Based RL
Value-Based
RLHF & Alignment
Safe RL
Offline RL
Multi-Agent
Meta-RL
Exploration
Policy Gradient