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Haitham Bou-Ammar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Haitham Bou-Ammar
22
papers ·
37
citations ·
6
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
An Information-Theoretic Optimality Principle for Deep Reinforcement Learning
2017 · 16 citations
Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation
2022 · 9 citations
Trust Region Inverse Reinforcement Learning: Explicit Dual Ascent using Local Policy Updates
2026
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
2023
Bayesian Reward Models for LLM Alignment
2024
Safe Reinforcement Learning on the Constraint Manifold: Theory and Applications
2024
Top co-authors
Jun Wang
· 3
Davide Tateo
· 2
Jan Peters
· 2
Thomas Coste
· 2
Adam X. Yang
· 1
Christopher E. Mower
· 1
Filippos Christianos
· 1
Jiacheng Liu
· 1
Jianye Hao
· 1
Jingxuan Chen
· 1
Jordi Grau-Moya
· 1
Khyati Khandelwal
· 1
Topics
Model-Based RL
Exploration
Safe RL
RLHF & Alignment
cs.LG
cs.AI
cs.RO
Value-Based
Game AI
Multi-Agent