25,161
edits
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* [[Arthur Guez]], [[David Silver]], [[Peter Dayan]] ('''2013'''). ''[https://www.jair.org/index.php/jair/article/view/10853 Scalable and Efficient Bayes-Adaptive Reinforcement Learning Based on Monte-Carlo Tree Search]''. [https://en.wikipedia.org/wiki/Journal_of_Artificial_Intelligence_Research Journal of Artificial Intelligence Research], Vol. 48
* [[Ari Weinstein]], [[Michael L. Littman]], [[Sergiu Goschin]] ('''2013'''). ''[http://proceedings.mlr.press/v24/weinstein12a.html Rollout-based Game-tree Search Outprunes Traditional Alpha-beta]''. [http://proceedings.mlr.press/ PMLR], Vol. 24 » [[UCT]]
* [[Kuo-Yuan Kao]], [[I-Chen Wu]], [[Shi-Jim Yen]], [[Yi-Chang Shan]] ('''2013'''). ''[https://ieeexplore.ieee.org/document/6468079 Incentive Learning in Monte Carlo Tree Search]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 5, No. 4
'''2014'''
* [[Ben Ruijl]], [[Jos Vermaseren]], [[Aske Plaat]], [[Jaap van den Herik]] ('''2014'''). ''HEPGAME and the Simplification of Expressions''. [http://arxiv.org/abs/1405.6369 CoRR abs/1405.6369]
* [[S. Ali Mirsoleimani]], [[Aske Plaat]], [[Jaap van den Herik]], [[Jos Vermaseren]] ('''2016'''). ''An Efficient Computation Pattern for Parallel MCTS''. [http://www.ictopen.nl/content/Previous+editions ICT.OPEN 2016], [http://liacs.leidenuniv.nl/~plaata1/papers/ictopen2016.pdf pdf]
* [[David L. St-Pierre]], [[Jean-Baptiste Hoock]], [[Jialin Liu]], [[Fabien Teytaud]], [[Olivier Teytaud]] ('''2016'''). ''Automatically Reinforcing a Game AI''. [https://arxiv.org/abs/1607.08100 arXiv:1607.0810]
* [[Tristan Cazenave]], [[Abdallah Saffidine]], [[Michael Schofield]], [[Michael Thielscher]] ('''2016'''). ''Nested Monte Carlo Search for Two-Player Games''. [[Conferences#AAAI-2016|AAAI 2016]], [https://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12134/11652 pdf]
'''2017'''
* [[Dap Hartmann]] ('''2017'''). ''Let's Catch the Train to Monte-Carlo''. [[ICGA Journal#39_1|ICGA Journal, Vol. 39, No. 1]], Review on [[Hendrik Baier#PhD|Hendrik Baier's Ph.D. thesis]]
* [[Kiminori Matsuzaki]], [[Naoki Kitamura]] ('''2018'''). ''Do evaluation functions really improve Monte-Carlo tree search?'' [[CG 2018]], [[ICGA Journal#40_3|ICGA Journal, Vol. 40, No. 3]]
* [[Shun-Shii Lin]], [[Chih-Hung Chen]], [[Yu-Heng Chen]], [[Wei-Lin Wu]] ('''2018'''). ''Some improvements in Monte Carlo tree search algorithms for sudden death games''. [[CG 2018]], [[ICGA Journal#40_4|ICGA Journal, Vol. 40, No. 4]]
* [[Nai-Yuan Chang]], [[Chih-Hung Chen]], [[Shun-Shii Lin]], [[Surag Nair]] ('''2018'''). ''[https://dl.acm.org/citation.cfm?id=3278325 The Big Win Strategy on Multi-Value Network: An Improvement over AlphaZero Approach for 6x6 Othello]''. [https://dl.acm.org/citation.cfm?id=3278312 MLMI2018]
* [[Yen-Chi Chen]], [[Chih-Hung Chen]], [[Shun-Shii Lin]] ('''2018'''). ''[https://dl.acm.org/citation.cfm?id=3293486 Exact-Win Strategy for Overcoming AlphaZero]''. [https://dl.acm.org/citation.cfm?id=3293475 CIIS 2018] <ref>[https://github.com/LeelaChessZero/lc0/issues/799 "Exact-Win Strategy for Overcoming AlphaZero" · Issue #799 · LeelaChessZero/lc0 · GitHub]</ref>
'''2019'''
* [[Tobias Joppen]], [[Johannes Fürnkranz]] ('''2019'''). ''[https://www.groundai.com/project/ordinal-monte-carlo-tree-search/ Ordinal Monte Carlo Tree Search]''. [[Darmstadt University of Technology|TU Darmstadt]], [https://arxiv.org/abs/1901.04274 arXiv:1901.04274]
* [[Herilalaina Rakotoarison]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2019'''). ''Automated Machine Learning with Monte-Carlo Tree Search''. [https://arxiv.org/abs/1906.00170 arXiv:1906.00170]
=Forum Posts=
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=70605 Question to Remi about CrazyZero] by [[Harm Geert Muller]], [[CCC]], April 28, 2019 » [[CrazyZero]]
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=70611 SL vs RL] by [[Chris Whittington]], [[CCC]], April 28, 2019
* [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=71301 A question to MCTS + NN experts] by [[Maksim Korzh]], [[CCC]], July 17, 2019 » [[Deep Learning]]
: [http://www.talkchess.com/forum3/viewtopic.php?f=7&t=71301&start=3 Re: A question to MCTS + NN experts] by [[Daniel Shawul]], [[CCC]], July 17, 2019
=External Links=
