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Ashwin Kalyan — most-cited papers & profile · Reinforcement Learning
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Ashwin Kalyan
8
papers ·
78
citations
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Most-cited papers
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs
2024 · 10 citations
Exploiting Generalization in Offline Reinforcement Learning via Unseen State Augmentations
2023 · 1 citations
Model-Advantage and Value-Aware Models for Model-Based Reinforcement Learning: Bridging the Gap in Theory and Practice
2021
Top co-authors
Dhruv Batra
· 2
Nirbhay Modhe
· 2
Ameet Deshpande
· 1
Bruno Castro da Silva
· 1
Gaurav Sukhatme
· 1
Govind Thattai
· 1
Harish Kamath
· 1
Karthik Narasimhan
· 1
Pranjal Aggarwal
· 1
Qiaozi Gao
· 1
Shreyas Chaudhari
· 1
Tanmay Rajpurohit
· 1
Topics
Model-Based RL
Value-Based
Safe RL
Offline RL
Exploration
RLHF & Alignment