Jonathan+Baxter

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an Australian computer scientist, [|CEO] and co-founder of the [|Web crawling] company //Panscient// , and before distinguished research scientist at WhizBang! Labs, [|Pittsburgh], [|Pennsylvania]. While affiliated with the Department of Systems Engineering at Australian National University, Jonathan Baxter co-authored the TD-learning chess program KnightCap and associated publications, and further wrote his own entry TDChess based on KnightCap, which won the NC3 1999 Australasian National Computer Chess Championship.
 * Jonathan Baxter**,

=Selected Publications=

1998 ...

 * Jonathan Baxter, Andrew Tridgell, Lex Weaver (**1998**). //Knightcap: A chess program that learns by combining td(λ) with game-tree search//, Proceedings of the 15th International Conference on Machine Learning, [|pdf] via [|citeseerX]
 * Jonathan Baxter, Andrew Tridgell, Lex Weaver (**1998**). //TDLeaf(lambda): Combining Temporal Difference Learning with Game-Tree Search//. [|Australian Journal of Intelligent Information Processing Systems], Vol. 5 No. 1, [|arXiv:cs/9901001]
 * Jonathan Baxter, Andrew Tridgell, Lex Weaver (**1998**). //Experiments in Parameter Learning Using Temporal Differences//. ICCA Journal, Vol. 21, No. 2, [|pdf]

2000 ...

 * Jonathan Baxter, Andrew Tridgell, Lex Weaver (**2000**). //Learning to Play Chess Using Temporal Differences//. [|Machine Learning, Vol 40, No. 3], [|pdf]
 * Jonathan Baxter, Peter Bartlett (**2000**). //Reinforcement Learning on POMDPs via Direct Gradient Ascent//. [|ICML 2000], [|pdf]
 * Jonathan Baxter, Peter Bartlett (**2001**). //Infinite-Horizon Policy-Gradient Estimation//. [|Journal of Artificial Intelligence Research] 15, [|pdf]

=Forum Posts=

1998 ...

 * [|Re: Paderborn '98] by Jonathan Baxter, CCC, June 25, 1998
 * [|Parameter Tuning] by Jonathan Baxter, CCC, October 01, 1998 » Automated Tuning, TD-learning
 * [|Any docs on crafty's new TB format?] by Jonathan Baxter, CCC, November 02, 1998
 * [|DB and Singular Extensions] by Jonathan Baxter, CCC, November 22, 1998 » Deep Blue, Singular Extensions
 * [|Re: u2600 Rating List -- Feb 1] by Jonathan Baxter, CCC, February 01, 1999

2000 ...

 * [|Australian Broadband Pricing - Internode - Whirlpool Forums] by Jonathan Baxter, May 31, 2002
 * [|JDBC Interface for Embedded Server ? - MySQL and Java - MySQLTalk.org] by Jonathan Baxter, February 09, 2003

2010 ...

 * [|MCTS wrapper for StockFish] by Jonathan Baxter, FishCooking, December 19, 2017 » Monte-Carlo Tree Search, Stockfish

=External Links=
 * [|sirjbaxter (Jonathan Baxter) · GitHub]
 * [|Jonathan Baxter - Inventor Patent Directory, Page 1]
 * [|Machine learning system - Panscient, Inc], United States Patent 8019699, Baxter, Jonathan (Herndon, VA, US)
 * [|A machine learning system for extracting structured records from web pages and other text sources - EP 1669896 A2]
 * [|Web crawler from Wikipedia]

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