Concepedia

Haitham Bou Ammar

HB

Statistics

Publications

30

Citations

1.2K

H-Index

19

Active since

2010

Affiliations

Technical University of Darmstadt(Current)

Maastricht University

University of Pennsylvania

Washington State University

University College London

Haitham Bou Ammar is an author at Technical University of Darmstadt specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceArtificial IntelligenceMachine LearningData ScienceRobot LearningIntelligent SystemsDeep LearningAutonomous LearningLifelong Reinforcement Learning

Publications per year

2010–2023

30

Publications

30

Online Multi-Task Learning for Policy Gradient Methods

Haitham Bou Ammar, Eric Eaton, Paul Ruvolo et al. · 2014 · 149 citations

SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving

Ming Zhou, Jun Luo, Julian Villela et al. · arXiv (Cornell University) · 2020 · 104 citations · Full text

Artificial Intelligence, Agent Development Tool, Engineering +15

Controller design for quadrotor UAVs using reinforcement learning

Haitham Bou Ammar, Holger Voos, Wolfgang Ertel · 2010 · 99 citations

Engineering, Aerial Robotics, Aerospace Engineering +11

Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment

Haitham Bou Ammar, Eric Eaton, Paul Ruvolo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 98 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

HEBO: An Empirical Study of Assumptions in Bayesian Optimisation

Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov et al. · Journal of Artificial Intelligence Research · 2022 · 70 citations · Full text

Artificial Intelligence, Bayesian Statistic, Engineering +17

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