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Masashi Sugiyama — most-cited papers & profile · AI for Science
← authors
·
overview
Masashi Sugiyama
6
papers ·
46
citations ·
70
h-index
Tokyo University of Science · RIKEN · RIKEN Center for Advanced Intelligence Project · The University of Tokyo
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Active Deep Q-learning with Demonstration
2018 · 43 citations
Recursive Reward Aggregation
2025 · 2 citations
Positive-Unlabeled Reinforcement Learning Distillation for On-Premise Small Models
2026 · 1 citations
Shaping Schema via Language Representation as the Next Frontier for LLM Intelligence Expanding
2026
When and Why Does Multi-Agent Debate Fail and Does It Really Underperform?
2025
Towards Effective Evaluations and Comparisons for LLM Unlearning Methods
2024
Topics
RLHF & Alignment
Policy Gradient
Value-Based
Model-Based RL
Vision-Language
In-Context Learning
Prompting
Efficiency
Training Techniques
Multi-Agent