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Kianté Brantley — most-cited papers & profile · Reinforcement Learning
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Kianté Brantley
5
papers ·
4
citations ·
8
h-index
Harvard University Press
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning to Generate Better Than Your LLM
2023 · 4 citations
Expressive Value Learning for Scalable Offline Reinforcement Learning
2025
Scaling Offline RL via Efficient and Expressive Shortcut Models
2025
lilGym: Natural Language Visual Reasoning with Reinforcement Learning
2022
Top co-authors
Anne Wu
· 1
Bradley Guo
· 1
Dipendra Misra
· 1
Gokul Swamy
· 1
Jonathan D. Chang
· 1
Nicolas Espinosa-Dice
· 1
Nicolas Espinosa-Dice
· 1
Noriyuki Kojima
· 1
Owen Oertell
· 1
Rajkumar Ramamurthy
· 1
Wen Sun
· 1
Wen Sun
· 1
Topics
Model-Based RL
Offline RL
Policy Gradient
Value-Based
Safe RL
Exploration
RLHF & Alignment
Meta-RL