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Nathaniel D. Bastian — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Nathaniel D. Bastian
20
papers ·
47
citations ·
24
h-index
United States Military Academy · Cyber University · American Military Academy
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Most-cited papers
Deep PackGen: A Deep Reinforcement Learning Framework for Adversarial Network Packet Generation
2023 · 10 citations
Deep VULMAN: A Deep Reinforcement Learning-Enabled Cyber Vulnerability Management Framework
2022 · 5 citations
Off-Policy Evaluation for Action-Dependent Non-Stationary Environments
2023 · 3 citations
$n$-Musketeers: Reinforcement Learning Shapes Collaboration Among Language Models
2026
Deceptive Sequential Decision-Making via Regularized Policy Optimization
2025
RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
2024
Top co-authors
Ankit Shah
· 2
Soumyadeep Hore
· 2
Abhishek Kulkarni
· 1
Alexander Benvenuti
· 1
Bo Chen
· 1
Bruno Castro da Silva
· 1
Carlee Joe-Wong
· 1
Diwas Paudel
· 1
Emma Brunskil
· 1
Gina Adam
· 1
Hanhan Zhou
· 1
Hanning Chen
· 1
Topics
Model-Based RL
Multi-Agent
Value-Based
Safe RL
RLHF & Alignment
Game AI
Offline RL
Meta-RL
Policy Gradient