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
Aviv Tamar — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Aviv Tamar
30
papers ·
450
citations ·
26
h-index
Technion – Israel Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Model-Ensemble Trust-Region Policy Optimization
2018 · 218 citations
Constrained Policy Optimization
2017 · 112 citations
Shallow Updates for Deep Reinforcement Learning
2017 · 20 citations
Offline Meta Learning of Exploration
2020 · 9 citations
Sub-Goal Trees -- a Framework for Goal-Based Reinforcement Learning
2020 · 8 citations
Distributional Multivariate Policy Evaluation and Exploration with the Bellman GAN
2018 · 7 citations
Multi-Agent Reinforcement Learning with Multi-Step Generative Models
2019 · 7 citations
Sub-Goal Trees -- a Framework for Goal-Directed Trajectory Prediction and Optimization
2019 · 6 citations
Situational Awareness by Risk-Conscious Skills
2016 · 3 citations
Online Safety Assurance for Deep Reinforcement Learning
2020 · 2 citations
MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning
2024 · 2 citations
Entity-Centric Reinforcement Learning for Object Manipulation from Pixels
2024 · 2 citations
Situationally Aware Options
2017 · 1 citations
Constrained Policy Improvement for Safe and Efficient Reinforcement Learning
2018 · 1 citations
Towards Deployable RL -- What's Broken with RL Research and a Potential Fix
2023 · 1 citations
Top co-authors
Shie Mannor
· 4
Tom Jurgenson
· 4
Daniel J. Mankowitz
· 3
Daniel Soudry
· 2
Edward Groshev
· 2
Ev Zisselman
· 2
Gilad Adler
· 2
Idan Shenfeld
· 2
Orr Krupnik
· 2
Zohar Rimon
· 2
and Pieter Abbeel
· 1
Dan Haramati
· 1
Topics
Model-Based RL
Meta-RL
Safe RL
Exploration
Value-Based
Policy Gradient
Offline RL
Game AI
Multi-Agent
RLHF & Alignment