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Ashwin Kalyan — most-cited papers & profile · AI for Code
← authors
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overview
Ashwin Kalyan
7
papers ·
72
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
RLHF Deciphered: A Critical Analysis of Reinforcement Learning from Human Feedback for LLMs
2024 · 10 citations
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs
2023 · 4 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
Topics
Model-Based RL
Value-Based
Safe RL
Offline RL
Exploration
RLHF & Alignment
Reinforcement Learning
Fine-Tuning
In-Context Learning
Efficiency