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Shiqing Gao — most-cited papers & profile · Large Language Models
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Shiqing Gao
4
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citations
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Most-cited papers
Information Gain-based Rollout Policy Optimization: An Adaptive Tree-Structured Rollout Approach for Multi-Turn LLM Agents
2026
Controlling Underestimation Bias in Constrained Reinforcement Learning for Safe Exploration
2026
Extreme Value Policy Optimization for Safe Reinforcement Learning
2026
Exterior Penalty Policy Optimization with Penalty Metric Network under Constraints
2024
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Safe RL
Exploration
Model-Based RL
Multi-Agent
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Policy Gradient
Value-Based