Recent Advances in General Game Playing

Table 3

Summary of entries in the IEEE CIG 2014 competition.

Rank	Entry name	Total score	Approach
1	Adrienctx	158	(i) Open loop tree search with UCB; (ii) Taboo bias
2	JinJerry	148	(i) Multistep look forward; (ii) Heuristics
3	sampleMCTS; (sample)	99	MCTS
4	Shmokin	77	(i) MCTS; (ii) Hill climbing
5	Normal_MCTS	68	MCTS
6	Culim	61	Online Q-learning
7	MMbot	59	MCTS
8	TESTGAG	49	GA (Genetic Algorithm)
9	Yraid	49	RBS (Rule based System) with GA
10	T2Tompson	47	(i) Steepest-ascent Hill Climbing; (ii) Random move; (iii) Horizon capped A search
11	MnMCTS	47	MCTS
12	sampleGA; (sample)	43	GA
13	IdealStandard	39	(i) Find all nonlethal sprites by simulation; (ii) Visit nonlethal sprite randomly
14	random; (sample)	35	Random move
15	Tichau	30
16	Sampleonesteplookahead; (sample)	17	One step look ahead
17	levis501	11	Multistep look ahead
18	LCU_14	4