Exploration vs Exploitation Challenge
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Transcript of Exploration vs Exploitation Challenge
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Exploration vs Exploitation Challenge
Challenge team
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Schedule
2.00 – 2.30 Introduction and overview of the problem, Leonard Newnham, Touch Clarity
2.30 – 2.45 Results of phase 1 and launch phase 2, John Shawe-Taylor
2.45 – 3.15 Bandit problems and the UCB Algorithm, Nicolo Cesa-Bianchi
3.15 – 3.30 Challenge Tasks and Baseline Algorithms, Peter Auer
4.00 – 4.15 Solution 1, Cedric Hartland 4.15 – 4.30 Solution 2, John Shawe-Taylor 4.30 – 5.00 Solution 3, Levente Kocsis 5.00 – 5.05 Wrap up, Zakria Hussain
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Exploration Vs Exploitation Challenge
Organizers Peter Auer Nicolò Cesa-Bianchi Zakria Hussain Jason McFall Leonard Newnham John Shawe-Taylor
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Exploration Vs Exploitation Challenge (Phase 1) ‘Datasets’ were given out on 19th January
2006 along with 3 baseline algorithms (Java) Participants asked to write their own
algorithms and submit by 26th March 2006 We published seeds on 27th March 2006 Participants submitted their results using the
seeds by 31st March 2006
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Exploration Vs Exploitation Challenge (Phase 1) 3 Participants
1 France 1 Hungary 1 England
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Phase 2
Challenge still open until at least September 2006 Maybe even until next year! May present final results at ECML or NIPS or next
years PASCAL Challenges workshop Dates will be finalized within next month Same 3 types of task will be available PLUS: Other variations of tasks and some
more tasks
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Phase 2
PRIZE: £1000 Participants algorithms will be judged on a
selection of tasks Details to be released through the website
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Website
Challenge website: www.pascal-network.org/Challenges/EEC
If you planning to participate please email Zak [email protected]
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Exploration Vs Exploitation Challenge Questions?