Sotabase

Career

· Chief Scientific Officer, Communa2024–
· Associate Professor, Technion (Current)

Publications (102)

Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
Neural Information Processing Systems · 2017
5,392
cited
Constrained Policy Optimization
International Conference on Machine Learning · 2017
1,614
cited
Bayesian Reinforcement Learning: A Survey
Found. Trends Mach. Learn. · 2015
691
cited
Value Iteration Networks
Neural Information Processing Systems · 2016
677
cited
Model-Ensemble Trust-Region Policy Optimization
International Conference on Learning Representations · 2018
474
cited
A Deep Reinforcement Learning Perspective on Internet Congestion Control
International Conference on Machine Learning · 2019
367
cited
Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach
Neural Information Processing Systems · 2015
365
cited
Policy Gradients with Variance Related Risk Criteria
International Conference on Machine Learning · 2012
228
cited
Learning to Route
ACM Workshop on Hot Topics in Networks · 2017
225
cited
Optimizing the CVaR via Sampling
AAAI Conference on Artificial Intelligence · 2014
205
cited
Learning Plannable Representations with Causal InfoGAN
Neural Information Processing Systems · 2018
193
cited
Reinforcement Learning on Variable Impedance Controller for High-Precision Robotic Assembly
IEEE International Conference on Robotics and Automation · 2019
191
cited
Learning Robotic Assembly from CAD
IEEE International Conference on Robotics and Automation · 2018
161
cited
Scaling Up Robust MDPs using Function Approximation
International Conference on Machine Learning · 2014
140
cited
Policy Gradient for Coherent Risk Measures
Neural Information Processing Systems · 2015
131
cited
Learning Generalized Reactive Policies using Deep Neural Networks
International Conference on Automated Planning and Scheduling · 2017
127
cited
Learning Robotic Manipulation through Visual Planning and Acting
Robotics: Science and Systems · 2019
123
cited
Bayesian Relational Memory for Semantic Visual Navigation
IEEE International Conference on Computer Vision · 2019
110
cited
Deep Residual Flow for Out of Distribution Detection
Computer Vision and Pattern Recognition · 2020
110
cited
Learning the Variance of the Reward-To-Go
Journal of machine learning research · 2016
78
cited
Sotabase
Aviv Tamar | Researcher Profile | Sotabase | Sotabase