Search Machine Learning Repository:
All publications by John N. Tsitsiklis
authors venues years



Online Learning with Sample Path Constraints
Shie Mannor, John N. Tsitsiklis and Jia Y. Yu
Journal of Machine Learning Research, 2009


Bias and variance in value function estimation
Shie Mannor, Duncan Simester, Peng Sun and John N. Tsitsiklis
Proceedings of the 21st International Conference on Machine Learning (ICML-04), 2004


The Sample Complexity of Exploration in the Multi-Armed Bandit Problem
Shie Mannor and John N. Tsitsiklis
Journal of Machine Learning Research, 2004


On the Convergence of Optimistic Policy Iteration
John N. Tsitsiklis
Journal of Machine Learning Research, 2002