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Akhil Agnihotri — most-cited papers & profile · Reinforcement Learning
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Akhil Agnihotri
5
papers ·
0
citations
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Most-cited papers
Multi-Objective Reward and Preference Optimization: Theory and Algorithms
2025
Best Policy Learning from Trajectory Preference Feedback
2025
Online Bandit Learning with Offline Preference Data for Improved RLHF
2024
ACPO: A Policy Optimization Algorithm for Average MDPs with Constraints
2023
e-COP : Episodic Constrained Optimization of Policies
2024
Top co-authors
Rahul Jain
· 4
Deepak Ramachandran
· 3
Zheng Wen
· 2
Haipeng Luo
· 1
Sahil Singla
· 1
Topics
Policy Gradient
RLHF & Alignment
Offline RL
Safe RL
cs.LG
Exploration
Model-Based RL