Eyal Even-Dar’s Publication by Topic
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Reinforcement Learning
Online Learning
Computational Game Theory
Computational Finance
Reinforcement
Learning
- E. Even-Dar, S. Kakade
and Y. Mansour.
The Value of Observation for Monitoring Dynamic Systems.
20 th International Joint Conference on Artificial
Intelligence (IJCAI) 2007, 2474-2479.
Pdf
- E. Even-Dar, S. Kakade
and Y. Mansour.
Planning in POMDPs Using Multiplicity Automata.
21st Conference on Uncertainty in Artificial Intelligence (UAI) 2005,
pp 185-192.
Pdf.
- E. Even-Dar, S. Kakade
and Y. Mansour.
Reinforcement Learning in POMDPs without Resets.
Nineteenth International Joint Conference on Artificial Intelligence
(IJCAI) 2005, pp 690-695.
Pdf.
- E. Even-Dar, S. Kakade
and Y. Mansour.
Experts in a Markov Decision Process.
Advances in Neural Information Processing Systems 17 (NIPS), 2004,
pp 401-408.
Pdf.
- E. Even-Dar and Y.
Mansour.
Approximate Equivalence of Markov Decision Processes.
Sixteenth Annual Conference
on Computational Learning Theory (COLT), 2003, pp. 581-594.
Postscript
- E. Even-Dar, S. Mannor
and Y. Mansour.
Action Elimination and Stopping Condition for Reinforcement Learning.
20th International
Conference on Machine Learning (ICML), 2003, pp. 162-169.
Pdf.
- E.
Even-Dar, S. Mannor and Y. Mansour.
PAC Bounds for Multi-Armed Bandit and Markov Decision Processes.
Fifteenth Annual Conference on Computational Learning Theory (COLT),
2002, pp. 255-270.
Postscript or
pdf.
- E. Even-Dar and Y.
Mansour.
Convergence of Optimistic and Incremental Q-Learning..
Advances in Neural Information Processing Systems 14 (NIPS), 2001,
pp. 1499-1506.
Postscript or pdf.
- E. Even-Dar and Y.
Mansour.
Learning Rates for Q-Learning.
Journal of Machine Learning Research,
5:1-25,2003.
Fourteenth Annual Conference on Computational Learning Theory
(COLT), 2001, pp. 589-604.
Full paper, Proceeding version.
Online Learning
- E. Even-Dar, M. Kearns,
Y. Mansour and J. Wortman.
Regret to the Best vs. Regret to the Average.
20th Annual Conference on Learning
Theory (COLT), 2007.
Pdf.
- S. M. Kakade, E.
Even-Dar and D. Foster
Tradeoffs (Exponentiated) Stochastic Gradient Descent for L1
Constrained Problems.
In preparation
- E. Even-Dar, M. Kearns
and J. Wortman.
Risk Sensitive Online Learning.
The 17th International Conference on Algorithmic Learning
Theory (ALT), 2006 pp 199-213.
Pdf.
- A. Blum, E. Even-Dar and
K. Ligett.
Routing Without Regret: On
Convergence to Nash Equilibria of Regret-Minimizing Algorithms in Routing
Games.
The 25th Annual ACM SIGAT-SIGPOS Symposium on Principles
Distributed Computing (PODC), 2006, pp 45-52.
Pdf.
- E. Even-Dar, S. Kakade
and Y. Mansour.
Experts in a Markov Decision Process.
Advances in Neural Information Processing Systems 17 (NIPS), 2004,
pp 401-408.
Pdf.
Computational
Game Theory
- E. Even-Dar, M. Kearns and J. Wortman.
Sponsored Search with Contexts.
Third Workshop on Sponsored Search.
Pdf.
- E. Even-Dar, M. Kearns
and S. Suri.
A Network Formation for Bipartite Exchange Economy.
18 th ACM-SIAM Symposium on Discrete Algorithms (SODA),
2007, pp 697-706.
Ps.
- E. Even-Dar, M. Kearns.
Small World Threshold for Economic Network Formation.
Advances in Neural Information Processing Systems 19 (NIPS), 2006.
Pdf.
- A. Blum, E. Even-Dar and
K. Ligett.
Routing Without Regret: On
Convergence to Nash Equilibria of Regret-Minimizing Algorithms in Routing
Games.
The 25th Annual ACM SIGAT-SIGPOS Symposium on Principles Distributed
Computing (PODC), 2006, pp 45-52.
Ps.
- S. Albers, S. Eilts, E. Even-Dar, Y. Mansour and L. Roditty.
On Nash Equilibria for a Network Creation Game.
Seventeenth ACM-SIAM
Symposium on Discrete Algorithms (SODA), 2006, pp 89-98.
Ps.
- E. Even-Dar and Y.
Mansour.
Fast Convergence of Selfish Rerouting.
Sixteenth ACM-SIAM
Symposium on Discrete Algorithms (SODA), 2005, pp. 772-781.
Pdf
- E.
Even-Dar, A. Kesselman and Y. Mansour.
Convergence Time to Nash Equilibria.
ACM Transactions on Algorithms, to
appear.
30th International
Conference on Automata, Languages and Programming (ICALP), 2003, pp.
502-513.
Extended version, Proceedings
version
Computational
Finance
- E. Even-Dar, M. Kearns,
S. Kakade and Y. Mansour.
(In)Stability Properties of Limit Order Dynamics
The Seventh ACM Conference on Electronic Commerce (EC), 2006, pp 120-129.
Ps.