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Yali Du — most-cited papers & profile · Large Language Models
← authors
·
overview
Yali Du
42
papers ·
289
citations ·
15
h-index
King's College London · King's College School
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Review of Safe Reinforcement Learning: Methods, Theory and Applications
2022 · 102 citations
Ordering-Based Causal Discovery with Reinforcement Learning
2021 · 35 citations
GCS: Graph-based Coordination Strategy for Multi-Agent Reinforcement Learning
2022 · 25 citations
A Human-Centered Safe Robot Reinforcement Learning Framework with Interactive Behaviors
2023 · 19 citations
A Human-Centered Safe Robot Reinforcement Learning Framework with Interactive Behaviors
2023 · 19 citations
MHER: Model-based Hindsight Experience Replay
2021 · 13 citations
Generalization in Text-based Games via Hierarchical Reinforcement Learning
2021 · 13 citations
Rethinking Goal-conditioned Supervised Learning and Its Connection to Offline RL
2022 · 13 citations
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games
2020 · 12 citations
Learning in Nonzero-Sum Stochastic Games with Potentials
2021 · 10 citations
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games
2022 · 9 citations
Contextual Transformer for Offline Meta Reinforcement Learning
2022 · 4 citations
PillagerBench: Benchmarking LLM-Based Agents in Competitive Minecraft Team Environments
2025 · 3 citations
Ensemble Value Functions for Efficient Exploration in Multi-Agent Reinforcement Learning
2023 · 2 citations
Interpretable Reward Redistribution in Reinforcement Learning: A Causal Approach
2023 · 2 citations
Top co-authors
Hechang Chen
· 1
Jun Wang
· 1
Siya Qi
· 1
Siyuan Guo
· 1
Wei Liu
· 1
Yi Chang
· 1
Yulan He
· 1
Topics
Multi-Agent
Model-Based RL
RLHF & Alignment
Game AI
Value-Based
Policy Gradient
Safe RL
Exploration
Meta-RL
Offline RL