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Xinrun Wang — most-cited papers & profile · Large Language Models
← authors
·
overview
Xinrun Wang
22
papers ·
60
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
AutoDFT: A Closed-Loop Multi-Agent Framework for Autonomous DFT Calculations
2026
AutoDFT: A Closed-Loop Multi-Agent Framework for Autonomous DFT Calculations
2026
SCALER:Synthetic Scalable Adaptive Learning Environment for Reasoning
2026
FineFT: Efficient and Risk-Aware Ensemble Reinforcement Learning for Futures Trading
2025
MATAI: A Generalist Machine Learning Framework for Property Prediction and Inverse Design of Advanced Alloys
2025
FinWorld: An All-in-One Open-Source Platform for End-to-End Financial AI Research and Deployment
2025
Autonomous Multi-objective Alloy Design through Simulation-guided Optimization
2025
Resolving Latency and Inventory Risk in Market Making with Reinforcement Learning
2025
Offline Equilibrium Finding
2022
Top co-authors
Caijun Xu
· 1
Changyi Xiao
· 1
Yixin Cao
· 1
Zhongyuan Peng
· 1
Topics
Multi-Agent
Model-Based RL
Game AI
Value-Based
Policy Gradient
Materials
Chemistry
Exploration
Meta-RL
cs.AI