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Xinrun Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xinrun Wang
21
papers ·
163
citations ·
9
h-index
Singapore Management University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning to Collaborate in Multi-Module Recommendation via Multi-Agent Reinforcement Learning without Communication
2020 · 33 citations
RMIX: Learning Risk-Sensitive Policies for Cooperative Reinforcement Learning Agents
2021 · 16 citations
Efficient Reservoir Management through Deep Reinforcement Learning
2020 · 5 citations
PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets
2023 · 3 citations
True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning
2024 · 2 citations
Inducing Cooperation via Team Regret Minimization based Multi-Agent Deep Reinforcement Learning
2019 · 1 citations
FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading
2025
FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment
2025
Resolving Latency and Inventory Risk in Market Making with Reinforcement Learning
2025
Offline Equilibrium Finding
2022
A Game-Theoretic Perspective of Generalization in Reinforcement Learning
2022
Population-size-Aware Policy Optimization for Mean-Field Games
2023
Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools
2023
Reinforcement Nash Equilibrium Solver
2024
MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading
2024
Top co-authors
Bo An
· 11
Hau Chan
· 3
Molei Qin
· 3
Rundong Wang
· 3
Runsheng Yu
· 3
Shuxin Li
· 3
Chuqiao Zong
· 2
Pengdeng Li
· 2
Shuo Sun
· 2
Xiao Huang
· 2
Xu He
· 2
Yilei Zhao
· 2
Topics
Model-Based RL
Multi-Agent
Value-Based
Game AI
Policy Gradient
Safe RL
Exploration
Meta-RL
RLHF & Alignment
Offline RL