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Xiangyu Peng — most-cited papers & profile · Reinforcement Learning
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overview
Xiangyu Peng
6
papers ·
18
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Inherently Explainable Reinforcement Learning in Natural Language
2021 · 9 citations
NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty
2022 · 5 citations
Neuro-Symbolic World Models for Adapting to Open World Novelty
2023 · 3 citations
Story Shaping: Teaching Agents Human-like Behavior with Stories
2023 · 1 citations
A Mixture-of-Experts Approach to Few-Shot Task Transfer in Open-Ended Text Worlds
2024
Top co-authors
Mark Riedl
· 3
Aarun Srinivas
· 2
Jonathan Balloch
· 2
Julia Kim
· 2
Mark O. Riedl
· 2
Mustafa Hussain
· 2
Robert Wright
· 2
Zhiyu Lin
· 2
Christopher Cui
· 1
Christopher Z. Cui
· 1
Prithviraj Ammanabrolu
· 1
Renee Jia
· 1
Topics
Exploration
Game AI
Meta-RL
RLHF & Alignment
Safe RL
Model-Based RL