RL papers available by ftp

Rich Sutton sutton at gte.com
Sun Feb 19 13:03:59 EST 1995


The following previously published papers related to reinforcement learning
are available online for the first time:

   Sutton, R.S. (1988) "Learning to predict by the methods of temporal 
   differences," Machine Learning, 3, 1988, No. 1, pp. 9--44.

   Sutton, R.S. (1990) "Integrated architectures for learning, planning, and 
   reacting based on approximating dynamic programming," Proceedings of the 
   Seventh International Conference on Machine Learning, pp. 216--224, 
   Morgan Kaufmann.

   Sutton, R.S. (1991a) "Planning by incremental dynamic programming,"
   Proceedings of the Eighth International Workshop on Machine Learning,
   pp. 353-357, Morgan Kaufmann.

   Sutton, R.S. (1991b) "Dyna, an integrated architecture for learning, 
   planning and reacting," Working Notes of the 1991 AAAI Spring Symposium
   on Integrated Intelligent Architectures} and SIGART Bulletin 2, pp. 160-163.

   Sutton, R.S. (1992a) "Adapting Bias by Gradient Descent: An Incremental 
   Version of Delta-Bar-Delta," Proceedings of the Tenth National Conference 
   on Artificial Intelligence, pp. 171-176, MIT Press.

   Sutton, R.S., Whitehead, S.D. (1993)  "Online learning with random 
   representations." Proceedings of the Tenth Annual 
   Conference on Machine Learning, pp. 314-321, Morgan Kaufmann.

These papers can be obtained by ftp from the small archive at
ftp.gte.com/reinforcement-learning.  See the file CATALOG for filenames and
abstracts.




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