An automated measure of MDP similarity for transfer in reinforcement learning

H. Bou Ammar; E. Eaton; M.E. Taylor; D.C. Mocanu; K. Driessens; G. Weiss; K.P. Tuyls

An automated measure of MDP similarity for transfer in reinforcement learning

H. Bou Ammar
, E. Eaton
, M.E. Taylor
, D.C. Mocanu
, K. Driessens
, G. Weiss
, K.P. Tuyls

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

3 Downloads (Pure)

Original language	English
Title of host publication	Proceedings of the MLIS-2014 collocated with The Twenty-Eighth AAAI Conference on Artificial Intelligence, 27-28 July 2014, Quebec City, Canada
Pages	31-37
Publication status	Published - 2014
Event	3rd Workshop on Machine Learning for Interactive Systems (MLIS-2014) - Quebec City, Canada Duration: 27 Jul 2014 → 28 Jul 2014 Conference number: 3

Conference

Conference	3rd Workshop on Machine Learning for Interactive Systems (MLIS-2014)
Abbreviated title	MLIS 2014
Country/Territory	Canada
City	Quebec City
Period	27/07/14 → 28/07/14
Other	Bridging the Gap between Perception, Action and Communication

Cite this

@inproceedings{9401f4eeb9a64c77afb3d087261d1080,

title = "An automated measure of MDP similarity for transfer in reinforcement learning",

author = "\{Bou Ammar\}, H. and E. Eaton and M.E. Taylor and D.C. Mocanu and K. Driessens and G. Weiss and K.P. Tuyls",

year = "2014",

language = "English",

pages = "31--37",

booktitle = "Proceedings of the MLIS-2014 collocated with The Twenty-Eighth AAAI Conference on Artificial Intelligence, 27-28 July 2014, Quebec City, Canada",

note = "3rd Workshop on Machine Learning for Interactive Systems (MLIS-2014), MLIS 2014 ; Conference date: 27-07-2014 Through 28-07-2014",

}

Bou Ammar, H, Eaton, E, Taylor, ME, Mocanu, DC, Driessens, K, Weiss, G & Tuyls, KP 2014, An automated measure of MDP similarity for transfer in reinforcement learning. in Proceedings of the MLIS-2014 collocated with The Twenty-Eighth AAAI Conference on Artificial Intelligence, 27-28 July 2014, Quebec City, Canada. pp. 31-37, 3rd Workshop on Machine Learning for Interactive Systems (MLIS-2014), Quebec City, Quebec, Canada, 27/07/14.

An automated measure of MDP similarity for transfer in reinforcement learning. / Bou Ammar, H.; Eaton, E.; Taylor, M.E. et al.
Proceedings of the MLIS-2014 collocated with The Twenty-Eighth AAAI Conference on Artificial Intelligence, 27-28 July 2014, Quebec City, Canada. 2014. p. 31-37.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - An automated measure of MDP similarity for transfer in reinforcement learning

AU - Bou Ammar, H.

AU - Eaton, E.

AU - Taylor, M.E.

AU - Mocanu, D.C.

AU - Driessens, K.

AU - Weiss, G.

AU - Tuyls, K.P.

N1 - Conference code: 3

PY - 2014

Y1 - 2014

M3 - Conference contribution

SP - 31

EP - 37

BT - Proceedings of the MLIS-2014 collocated with The Twenty-Eighth AAAI Conference on Artificial Intelligence, 27-28 July 2014, Quebec City, Canada

T2 - 3rd Workshop on Machine Learning for Interactive Systems (MLIS-2014)

Y2 - 27 July 2014 through 28 July 2014

ER -