Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Haitham Bou Ammar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Haitham Bou Ammar
12
papers ·
207
citations ·
22
h-index
Huawei Technologies (United Kingdom) · University College London
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving
2020 · 104 citations
Wasserstein Robust Reinforcement Learning
2019 · 37 citations
Theoretically-Grounded Policy Advice from Multiple Teachers in Reinforcement Learning Settings with Applications to Negative Transfer
2016 · 32 citations
Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions
2023 · 11 citations
Diverse Auto-Curriculum is Critical for Successful Real-World Multiagent Learning Systems
2021 · 10 citations
Multi-View Reinforcement Learning
2019 · 4 citations
End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes
2023 · 4 citations
Rethinking Large Language Model Distillation: A Constrained Markov Decision Process Perspective
2025
Reinforcement Learning in Presence of Discrete Markovian Context Evolution
2022
Effects of Safety State Augmentation on Safe Exploration
2022
Top co-authors
Jun Wang
· 5
Aivar Sootla
· 2
Daniel Graves
· 2
Hang Ren
· 2
Jun Luo
· 2
Matthew E. Taylor
· 2
Matthieu Zimmer
· 2
Yaodong Yang
· 2
Ying Wen
· 2
Alexander Cowen Rivers
· 1
Alexander I. Cowen-Rivers
· 1
Alexandre Maraval
· 1
Topics
Exploration
Safe RL
Multi-Agent
Meta-RL
Model-Based RL
RLHF & Alignment
Policy Gradient
Value-Based