European Workshop on RL 2012 - Extended Deadline: April 18

European Workshop on RL 2012 - Extended Deadline: April 18

Posted by Victoria Nicholl on Mon, 16/04/2012 - 10:45

Key Facts:

EWRL 2012: The 10th European Workshop on Reinforcement Learning
2-days ICML Workshop
Location: Edinburgh, Scotland

Dates:
EWRL 2012: June 30-July 1
Submission Deadline: April 18, 2012 (23:59 American Samoa Time)
Notification Due: May 15, 2012

Proceedings published in JMLR W&C, Vol. 24

URL: http://ewrl.wordpress.com/ewrl10-2012/

Organizers: Marc Deisenroth, Csaba Szepesvari, Jan Peters
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EWRL 2012 aims to serve as a forum to discuss the current
state-of-the-art and future research directions in the continuously
growing field of reinforcement learning. We intend to make this an
exciting event not only for the European RL community but also
international researchers from related areas with many opportunities to
share new knowledge and encourage collaborative work.

The main question of this workshop is to discuss, how other statistical
learning techniques may be used to developed new RL approaches in order
to achieve properties including higher numerical robustness, easier use
in terms of open parameters, probabilistic and Bayesian interpretations,
better scalability, the inclusions of prior knowledge, etc.

We are calling for papers from the entire reinforcement learning
spectrum, with the option of either 2 page short papers or longer 8 page
JMLR W&C Proceedings format research papers. We encourage a range of
submissions to encourage broad discussion. We will publish selected
papers in the prestigious JMLR W&C Proceedings, Vol. 24.

Double submissions are allowed but must be clearly indicated. However in
the event that an EWRL
paper is accepted to another conference proceedings or journal, it will
not be reprinted in the official EWRL proceedings. The paper would still
be considered, however, for acceptance and presentation at EWRL.
Double submissions must be clearly labelled as such (e.g., add a
footnote on the first page). In case your ICML submission exceeds EWRL’s
page limit, don’t worry too much about it: submit the ICML paper.

We encourage submissions from a range of sub-topics including
(but not limited to):

- Reinforcement Learning Theory
- Function Approximation in Reinforcement Learning
- Current Progress in Bandit Regret Bounds
- MDPs, POMDPs
- Exploration vs Exploration Tradeoff
- Multi-Agent Reinforcement Learning
- Policy Search
- Actor-Critic Methods
- Bayesian Control Approaches
- RL Benchmark Problems
- Real-world Applications
- Robot RL

Keynote Speakers:

Richard Sutton (University of Alberta)
Shie Mannor (Technion)
Martin Riedmiller (University of Freiburg)
Drew Bagnell (CMU) (tentative)

Submission deadline: April 18, 2012 (23:59 American Samoa Time)
Page limit: 2 pages for short papers and 8 pages for regular
papers.
Paper format: JMLR W&C, Vol. 24
Style file:
http://www.tex.ac.uk/tex-archive/help/Catalogue/entries/jmlr.html

For more information, see http://ewrl.wordpress.com/ewrl10-2012/