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Tianwei Ni — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Tianwei Ni
10
papers ·
30
citations ·
8
h-index
Xinyang Agriculture and Forestry University · Henan Provincial People's Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Meta-SAC: Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient
2020 · 18 citations
f-IRL: Inverse Reinforcement Learning via State Marginal Matching
2020 · 4 citations
When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment
2023 · 2 citations
Bridging State and History Representations: Understanding Self-Predictive RL
2024 · 1 citations
Long-Horizon Model-Based Offline Reinforcement Learning Without Explicit Conservatism
2025
The Three Regimes of Offline-to-Online Reinforcement Learning
2025
Understanding Behavioral Metric Learning: A Large-Scale Study on Distracting Reinforcement Learning Environments
2025
Do Transformer World Models Give Better Policy Gradients?
2024
Top co-authors
Pierre-Luc Bacon
· 6
Benjamin Eysenbach
· 3
Michel Ma
· 3
Clement Gehring
· 2
Yufei Wang
· 2
Aditya Mahajan
· 1
Doina Precup
· 1
Erfan Seyedsalehi
· 1
Esther Derman
· 1
Harshit Sikchi
· 1
Lisa Lee
· 1
Lu Li
· 1
Topics
Model-Based RL
Exploration
Meta-RL
cs.LG
Value-Based
Policy Gradient
cs.AI
Safe RL
Offline RL