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Ahmed Awadallah — most-cited papers & profile · Reinforcement Learning
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Ahmed Awadallah
17
papers ·
171
citations ·
0
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Most-cited papers
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences
2024 · 2 citations
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
2024 · 1 citations
Scaling Agentic Capabilities, Not Context: Efficient Reinforcement Finetuning for Large Toolspaces
2026
Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
2025
Phi-4-reasoning Technical Report
2025
Top co-authors
Corby Rosset
· 2
Harkirat Behl
· 2
Akshay Krishnamurthy
· 1
Akshay Nambi
· 1
Alexander Rakhlin
· 1
Arindam Mitra
· 1
Arindam Mitra
· 1
Besmira Nushi
· 1
Caio C\'esar Teodoro Mendes
· 1
Ching-An Cheng
· 1
Dimitris Papailiopoulos
· 1
Dimitris Papailiopoulos
· 1
Topics
RLHF & Alignment
Model-Based RL
Policy Gradient
Value-Based
Meta-RL
Multi-Agent
Game AI
Exploration