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Yifan Zhang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yifan Zhang
123
papers ·
53
citations ·
23
h-index
Xi’an Jiaotong-Liverpool University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Single Agent Robust Deep Reinforcement Learning for Bus Fleet Control
2025 · 1 citations
Self-Distilled Policy Gradient
2026
Interactive Benchmarks
2026
Emerging Extrinsic Dexterity in Cluttered Scenes via Dynamics-aware Policy Learning
2026
VTC-Bench: Evaluating Agentic Multimodal Models via Compositional Visual Tool Chaining
2026
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome
2026
LLM-Based Scientific Equation Discovery via Physics-Informed Token-Regularized Policy Optimization
2026
Comparables XAI: Faithful Example-based AI Explanations with Counterfactual Trace Adjustments
2026
ContextRL: Enhancing MLLM's Knowledge Discovery Efficiency with Context-Augmented RL
2026
RealGen: Photorealistic Text-to-Image Generation via Detector-Guided Rewards
2025
SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search
2025
Web World Models
2025
StackPilot: Autonomous Function Agents for Scalable and Environment-Free Code Execution
2025
Age of Information Minimization in UAV-Enabled Integrated Sensing and Communication Systems
2025
Enhancing Code LLM Training with Programmer Attention
2025
Top co-authors
Andrew Chi-Chih Yao
· 3
Jichen Feng
· 2
Mengdi Wang
· 2
Yang Yuan
· 2
Achille Fokoue
· 1
An Bo
· 1
Baoqing Yue
· 1
Bhavna Agrawal
· 1
Bin Wang
· 1
Bin Wen
· 1
Boxiao Wang
· 1
Boxuan Xie
· 1
Topics
cs.AI
cs.LG
cs.CL
cs.HC
cs.CV
cs.MA
cs.RO
cs.PL
Model-Based RL
Value-Based