Search Machine Learning Repository:
All publications by Aviv Tamar
authors venues years



Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach
Yinlam Chow, Aviv Tamar, Shie Mannor and Marco Pavone
Advances in Neural Information Processing Systems 28, 2015


Policy Gradient for Coherent Risk Measures
Aviv Tamar, Yinlam Chow, Mohammad Ghavamzadeh and Shie Mannor
Advances in Neural Information Processing Systems 28, 2015


Scaling Up Robust MDPs using Function Approximation
Aviv Tamar, Shie Mannor and Huan Xu
Proceedings of the 31st International Conference on Machine Learning (ICML-14), 2014


Temporal Difference Methods for the Variance of the Reward To Go
Aviv Tamar, Dotan D. Castro and Shie Mannor
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Policy Gradients with Variance Related Risk Criteria
Dotan D. Castro, Aviv Tamar and Shie Mannor
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


Integrating Partial Model Knowledge in Model Free RL Algorithms
Aviv Tamar, Dotan D. Castro and Ron Meir
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011