Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Aparna Taneja — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Aparna Taneja
5
papers ·
10
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
2024 · 7 citations
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
2023 · 1 citations
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
2024 · 1 citations
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation
2023
Top co-authors
Milind Tambe
· 4
Dheeraj Nagaraj
· 2
Edwin Zhang
· 2
Yunfan Zhao
· 2
Aditya Mate
· 1
Biyonka Liang
· 1
Bryan Wilder
· 1
Edward Hughes
· 1
Karl Tuyls
· 1
Lily Xu
· 1
Lucas Janson
· 1
Nikhil Behari
· 1
Topics
Model-Based RL
Multi-Agent
Policy Gradient
Value-Based
Offline RL
Meta-RL
Exploration
RLHF & Alignment