Aviv Tamar
Technion – Israel Institute of Technology(IL)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Bandit Algorithms Research, Robot Manipulation and Learning, Adversarial Robustness in Machine Learning, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Value Iteration Networks(2017)228 cited
- → Model-Ensemble Trust-Region Policy Optimization(2018)218 cited
- → Bayesian Reinforcement Learning: A Survey(2015)208 cited
- → Learning to Route(2017)192 cited
- → Reinforcement Learning on Variable Impedance Controller for High-Precision Robotic Assembly(2019)176 cited
- A Deep Reinforcement Learning Perspective on Internet Congestion Control(2019)
- → Policy Gradients with Variance Related Risk Criteria(2012)116 cited
- → Constrained Policy Optimization(2017)111 cited
- → Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach(2015)101 cited
- → Bayesian Relational Memory for Semantic Visual Navigation(2019)100 cited