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Tianmin Shu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tianmin Shu
9
papers ·
224
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
2022 · 146 citations
Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning
2017 · 58 citations
M$^3$RL: Mind-aware Multi-agent Management Reinforcement Learning
2018 · 13 citations
Discovering Generalizable Spatial Goal Representations via Graph-based Active Reward Learning
2022 · 2 citations
Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning
2022 · 1 citations
Coordinating Policies Among Multiple Agents via an Intelligent Communication Channel
2022
Top co-authors
Anirudh Goyal
· 2
Cristian Meo
· 2
Dianbo Liu
· 2
Michael Mozer
· 2
Nicolas Heess
· 2
Oussama Boussif
· 2
Vedant Shah
· 2
Yoshua Bengio
· 2
Aviv Netanyahu
· 1
Caiming Xiong
· 1
Cheng-Ping Hsieh
· 1
Eric P. Xing
· 1
Topics
Multi-Agent
Meta-RL
Policy Gradient
Model-Based RL
Safe RL
RLHF & Alignment
Game AI
Value-Based
Exploration