id	sid	eid	entity	type
ap-2230	1	1	acta polytechnica doi:10.14311	PERSON
ap-2230	1	2	54(5):333–340	CARDINAL
ap-2230	1	3	2014	DATE
ap-2230	1	4	czech technical university	ORG
ap-2230	1	5	prague	GPE
ap-2230	1	6	2014	DATE
ap-2230	1	7	http://ojs.cvut.cz/ojs/index.php/ap	PRODUCT
ap-2230	1	8	monte carlo tree	ORG
ap-2230	1	9	czech technical university	ORG
ap-2230	1	10	prague	GPE
ap-2230	1	11	viliam.lisy@agents.fel.cvut.cz	ORG
ap-2230	2	1	the monte carlo tree search	ORG
ap-2230	2	2	two	CARDINAL
ap-2230	2	3	zero	CARDINAL
ap-2230	3	1	uct	ORG
ap-2230	3	2	exp3	ORG
ap-2230	3	3	two	CARDINAL
ap-2230	4	1	uct	ORG
ap-2230	4	2	nash	PERSON
ap-2230	5	1	exp3	ORG
ap-2230	6	1	monte carlo tree	PERSON
ap-2230	7	1	1	CARDINAL
ap-2230	7	2	monte carlo tree	PERSON
ap-2230	7	3	mcts	ORG
ap-2230	7	4	1	CARDINAL
ap-2230	7	5	2	CARDINAL
ap-2230	8	1	monte carlo tree	ORG
ap-2230	19	1	mcts	ORG
ap-2230	21	1	monte carlo tree	ORG
ap-2230	22	1	3	CARDINAL
ap-2230	23	1	uct	ORG
ap-2230	23	2	6	CARDINAL
ap-2230	24	1	two	CARDINAL
ap-2230	25	1	exp3	ORG
ap-2230	26	1	mcts	ORG
ap-2230	27	1	3	CARDINAL
ap-2230	27	2	8	DATE
ap-2230	27	3	10	CARDINAL
ap-2230	28	1	9	CARDINAL
ap-2230	28	2	mcts	ORG
ap-2230	29	1	nash	PERSON
ap-2230	30	1	section 3	LAW
ap-2230	31	1	section 4	LAW
ap-2230	32	1	2.	CARDINAL
ap-2230	32	2	zero	CARDINAL
ap-2230	33	1	2.1	CARDINAL
ap-2230	34	1	11	CARDINAL
ap-2230	35	1	333	CARDINAL
ap-2230	35	2	http://ojs.cvut.cz/ojs/index.php/ap viliam lisý acta polytechnica	PERSON
ap-2230	35	3	3	CARDINAL
ap-2230	35	4	2	CARDINAL
ap-2230	35	5	4	CARDINAL
ap-2230	35	6	1	CARDINAL
ap-2230	35	7	4	CARDINAL
ap-2230	35	8	2	CARDINAL
ap-2230	35	9	1	CARDINAL
ap-2230	35	10	2	CARDINAL
ap-2230	37	1	0	CARDINAL
ap-2230	38	1	2	CARDINAL
ap-2230	38	2	3	CARDINAL
ap-2230	38	3	1	CARDINAL
ap-2230	38	4	zero	CARDINAL
ap-2230	39	1	1	CARDINAL
ap-2230	40	1	•	CARDINAL
ap-2230	40	2	•	CARDINAL
ap-2230	40	3	•	CARDINAL
ap-2230	40	4	•	CARDINAL
ap-2230	40	5	•	CARDINAL
ap-2230	40	6	•	CARDINAL
ap-2230	42	1	2ai	DATE
ap-2230	42	2	•	CARDINAL
ap-2230	42	3	one	CARDINAL
ap-2230	42	4	•	CARDINAL
ap-2230	43	1	• ii	WORK_OF_ART
ap-2230	44	1	∈	ORG
ap-2230	46	1	i.	PERSON
ap-2230	47	1	a(h	WORK_OF_ART
ap-2230	48	1	h′	PERSON
ap-2230	50	1	∈	ORG
ap-2230	51	1	zero	CARDINAL
ap-2230	51	2	two	CARDINAL
ap-2230	51	3	2	CARDINAL
ap-2230	51	4	one	CARDINAL
ap-2230	52	1	one	CARDINAL
ap-2230	52	2	1	CARDINAL
ap-2230	54	1	first	ORDINAL
ap-2230	54	2	4	CARDINAL
ap-2230	54	3	second	ORDINAL
ap-2230	54	4	first	ORDINAL
ap-2230	54	5	5	CARDINAL
ap-2230	58	1	j}	PERSON
ap-2230	60	1	4	CARDINAL
ap-2230	60	2	a(h	WORK_OF_ART
ap-2230	60	3	h′	PERSON
ap-2230	61	1	first	ORDINAL
ap-2230	66	1	khun	PERSON
ap-2230	67	1	12	CARDINAL
ap-2230	71	1	one	CARDINAL
ap-2230	71	2	σ ∈	PERSON
ap-2230	71	3	i. ∆(ai	PERSON
ap-2230	73	1	2	CARDINAL
ap-2230	74	1	σ	ORG
ap-2230	74	2	max	PERSON
ap-2230	74	3	σ−i	GPE
ap-2230	75	1	one	CARDINAL
ap-2230	75	2	nash	PERSON
ap-2230	76	1	11	CARDINAL
ap-2230	77	1	3	CARDINAL
ap-2230	77	2	nash	PERSON
ap-2230	78	1	∈ σ	PERSON
ap-2230	78	2	nash	PERSON
ap-2230	78	3	∈	ORG
ap-2230	79	1	nash	PERSON
ap-2230	80	1	zero	CARDINAL
ap-2230	80	2	nash	PERSON
ap-2230	83	1	zero	CARDINAL
ap-2230	83	2	334	CARDINAL
ap-2230	84	1	54	CARDINAL
ap-2230	85	1	5/2014	CARDINAL
ap-2230	87	1	nash	PERSON
ap-2230	87	2	13	CARDINAL
ap-2230	88	1	4	CARDINAL
ap-2230	89	1	vi	PERSON
ap-2230	89	2	i.	PERSON
ap-2230	89	3	σ	ORG
ap-2230	90	1	14	CARDINAL
ap-2230	91	1	3	CARDINAL
ap-2230	91	2	monte carlo tree	ORG
ap-2230	91	3	monte carlo tree	ORG
ap-2230	92	1	two	CARDINAL
ap-2230	93	1	4	CARDINAL
ap-2230	94	1	mcts	ORG
ap-2230	95	1	uct	ORG
ap-2230	97	1	4	CARDINAL
ap-2230	98	1	15	CARDINAL
ap-2230	98	2	3	CARDINAL
ap-2230	98	3	monte carlo tree	ORG
ap-2230	98	4	5	CARDINAL
ap-2230	99	1	1	CARDINAL
ap-2230	102	1	first	ORDINAL
ap-2230	102	2	1	CARDINAL
ap-2230	103	1	2	CARDINAL
ap-2230	103	2	4	CARDINAL
ap-2230	104	1	5	CARDINAL
ap-2230	105	1	6	CARDINAL
ap-2230	105	2	8)	CARDINAL
ap-2230	106	1	9	CARDINAL
ap-2230	107	1	10	CARDINAL
ap-2230	108	1	1	CARDINAL
ap-2230	108	2	2	CARDINAL
ap-2230	108	3	3	CARDINAL
ap-2230	108	4	4	CARDINAL
ap-2230	109	1	5	CARDINAL
ap-2230	109	2	6	CARDINAL
ap-2230	109	3	8	CARDINAL
ap-2230	109	4	select(is	PERSON
ap-2230	109	5	9	CARDINAL
ap-2230	109	6	10	CARDINAL
ap-2230	109	7	else 11	CARDINAL
ap-2230	109	8	12	CARDINAL
ap-2230	109	9	select(is	PERSON
ap-2230	109	10	13	CARDINAL
ap-2230	109	11	14	CARDINAL
ap-2230	109	12	update(is	ORG
ap-2230	109	13	15	CARDINAL
ap-2230	109	14	1	CARDINAL
ap-2230	109	15	monte carlo tree	ORG
ap-2230	109	16	11	CARDINAL
ap-2230	111	1	12–13	CARDINAL
ap-2230	112	1	14	CARDINAL
ap-2230	114	1	uct	ORG
ap-2230	119	1	3	CARDINAL
ap-2230	120	1	3.1	CARDINAL
ap-2230	120	2	3.1.1	CARDINAL
ap-2230	121	1	4	CARDINAL
ap-2230	121	2	3	CARDINAL
ap-2230	121	3	335	CARDINAL
ap-2230	121	4	1	CARDINAL
ap-2230	121	5	0	CARDINAL
ap-2230	121	6	0 2	CARDINAL
ap-2230	121	7	1	CARDINAL
ap-2230	121	8	2	DATE
ap-2230	123	1	3	CARDINAL
ap-2230	125	1	5	CARDINAL
ap-2230	127	1	+ 1	CARDINAL
ap-2230	127	2	2	CARDINAL
ap-2230	128	1	uct	ORG
ap-2230	128	2	monte carlo tree	ORG
ap-2230	130	1	1	CARDINAL
ap-2230	130	2	∀ix̂i	PERSON
ap-2230	130	3	0 2	CARDINAL
ap-2230	130	4	1	CARDINAL
ap-2230	130	5	2	DATE
ap-2230	132	1	3	CARDINAL
ap-2230	132	2	4	CARDINAL
ap-2230	132	3	1− γ)pi + γ k 5	DATE
ap-2230	132	4	6	CARDINAL
ap-2230	132	5	3	CARDINAL
ap-2230	133	1	exp3	ORG
ap-2230	133	2	mcts	ORG
ap-2230	135	1	16	CARDINAL
ap-2230	135	2	6	CARDINAL
ap-2230	136	1	2	CARDINAL
ap-2230	136	2	uct	ORG
ap-2230	138	1	first	ORDINAL
ap-2230	138	2	zero	CARDINAL
ap-2230	138	3	one	CARDINAL
ap-2230	138	4	3	CARDINAL
ap-2230	139	1	17	CARDINAL
ap-2230	139	2	3	CARDINAL
ap-2230	140	1	one	CARDINAL
ap-2230	141	1	3.2	CARDINAL
ap-2230	142	1	uct	ORG
ap-2230	142	2	18	CARDINAL
ap-2230	143	1	3	CARDINAL
ap-2230	143	2	5	CARDINAL
ap-2230	143	3	exp3	ORG
ap-2230	144	1	exp3	ORG
ap-2230	145	1	3	CARDINAL
ap-2230	146	1	0	CARDINAL
ap-2230	146	2	1	CARDINAL
ap-2230	147	1	1	CARDINAL
ap-2230	148	1	0 2	CARDINAL
ap-2230	148	2	1	CARDINAL
ap-2230	148	3	2	DATE
ap-2230	149	1	3	CARDINAL
ap-2230	149	2	4	CARDINAL
ap-2230	149	3	0	CARDINAL
ap-2230	150	1	5	CARDINAL
ap-2230	150	2	1− γ)pi + γ k 9	DATE
ap-2230	150	3	10	CARDINAL
ap-2230	151	1	11	CARDINAL
ap-2230	151	2	4	CARDINAL
ap-2230	151	3	rm	PERSON
ap-2230	151	4	mcts	GPE
ap-2230	153	1	4	CARDINAL
ap-2230	154	1	6	CARDINAL
ap-2230	155	1	one	CARDINAL
ap-2230	157	1	3	CARDINAL
ap-2230	157	2	3	CARDINAL
ap-2230	158	1	3.3	CARDINAL
ap-2230	159	1	10	CARDINAL
ap-2230	162	1	10	CARDINAL
ap-2230	163	1	19	CARDINAL
ap-2230	164	1	exp3	PRODUCT
ap-2230	166	1	4	CARDINAL
ap-2230	167	1	ri	GPE
ap-2230	168	1	3	CARDINAL
ap-2230	169	1	336	CARDINAL
ap-2230	170	1	54	CARDINAL
ap-2230	171	1	5/2014	CARDINAL
ap-2230	171	2	exp3	PRODUCT
ap-2230	171	3	8	CARDINAL
ap-2230	172	1	11	CARDINAL
ap-2230	173	1	10	CARDINAL
ap-2230	173	2	11	CARDINAL
ap-2230	174	1	exp3	PRODUCT
ap-2230	175	1	mcts	ORG
ap-2230	177	1	4	CARDINAL
ap-2230	177	2	first	ORDINAL
ap-2230	177	3	two	CARDINAL
ap-2230	178	1	nash	PERSON
ap-2230	180	1	2	CARDINAL
ap-2230	180	2	uct	ORG
ap-2230	180	3	0.1	CARDINAL
ap-2230	180	4	exp3	ORG
ap-2230	182	1	20	CARDINAL
ap-2230	183	1	4.1	CARDINAL
ap-2230	185	1	three	CARDINAL
ap-2230	186	1	0	CARDINAL
ap-2230	188	1	1	CARDINAL
ap-2230	195	1	a draw as half win	DATE
ap-2230	195	2	half	CARDINAL
ap-2230	197	1	two	CARDINAL
ap-2230	198	1	first	ORDINAL
ap-2230	199	1	second	ORDINAL
ap-2230	202	1	3× 3	CARDINAL
ap-2230	202	2	two	CARDINAL
ap-2230	202	3	3	CARDINAL
ap-2230	203	1	first	ORDINAL
ap-2230	207	1	≈ 1010	CARDINAL
ap-2230	207	2	22	CARDINAL
ap-2230	208	1	one	CARDINAL
ap-2230	210	1	4.2	CARDINAL
ap-2230	210	2	convergence	PERSON
ap-2230	210	3	nash	PERSON
ap-2230	210	4	first	ORDINAL
ap-2230	210	5	6	CARDINAL
ap-2230	210	6	0	CARDINAL
ap-2230	210	7	1	CARDINAL
ap-2230	212	1	5	CARDINAL
ap-2230	213	1	nash	PERSON
ap-2230	213	2	section 2	LAW
ap-2230	214	1	three	CARDINAL
ap-2230	214	2	uct	ORG
ap-2230	214	3	exp3	ORG
ap-2230	215	1	20	CARDINAL
ap-2230	217	1	rm	PERSON
ap-2230	217	2	more than 5.9× 104	CARDINAL
ap-2230	217	3	uct	ORG
ap-2230	217	4	around 3.9×	CARDINAL
ap-2230	217	5	second	ORDINAL
ap-2230	217	6	exp3	ORG
ap-2230	217	7	3.4×104	PRODUCT
ap-2230	218	1	2	CARDINAL
ap-2230	218	2	30 minutes	TIME
ap-2230	220	1	uct	ORG
ap-2230	220	2	approximately 20 seconds	TIME
ap-2230	221	1	uct	ORG
ap-2230	221	2	0.39	CARDINAL
ap-2230	221	3	25 seconds	TIME
ap-2230	222	1	exp3	ORG
ap-2230	222	2	uct	ORG
ap-2230	223	1	500 seconds	TIME
ap-2230	223	2	exp3	PRODUCT
ap-2230	223	3	0.41	CARDINAL
ap-2230	223	4	0.27	CARDINAL
ap-2230	224	1	approximately 1010	CARDINAL
ap-2230	225	1	first	ORDINAL
ap-2230	226	1	first	ORDINAL
ap-2230	226	2	second	ORDINAL
ap-2230	226	3	first	ORDINAL
ap-2230	226	4	first	ORDINAL
ap-2230	226	5	second	ORDINAL
ap-2230	227	1	second	ORDINAL
ap-2230	227	2	second	ORDINAL
ap-2230	229	1	9.5	CARDINAL
ap-2230	229	2	337	CARDINAL
ap-2230	229	3	0.1	CARDINAL
ap-2230	229	4	uct exp3 rm rand uct	ORG
ap-2230	229	5	62.9	CARDINAL
ap-2230	229	6	2.6	CARDINAL
ap-2230	229	7	55.6	CARDINAL
ap-2230	229	8	2.1	CARDINAL
ap-2230	229	9	62.7	CARDINAL
ap-2230	229	10	2.5	CARDINAL
ap-2230	229	11	84.0	CARDINAL
ap-2230	229	12	2.1	CARDINAL
ap-2230	229	13	2.2	CARDINAL
ap-2230	229	14	62.8	CARDINAL
ap-2230	229	15	1.6	CARDINAL
ap-2230	229	16	74.8	CARDINAL
ap-2230	229	17	88.0	CARDINAL
ap-2230	229	18	1.9	CARDINAL
ap-2230	229	19	70.6	CARDINAL
ap-2230	229	20	1.7	CARDINAL
ap-2230	229	21	60.0	CARDINAL
ap-2230	229	22	1.6	CARDINAL
ap-2230	229	23	73.1	CARDINAL
ap-2230	229	24	2.1	CARDINAL
ap-2230	229	25	87.8	CARDINAL
ap-2230	229	26	1.4) rand 15.7	MONEY
ap-2230	229	27	2.2	CARDINAL
ap-2230	229	28	8.2	CARDINAL
ap-2230	229	29	1.6	CARDINAL
ap-2230	229	30	10.3	CARDINAL
ap-2230	229	31	1.8	CARDINAL
ap-2230	229	32	49.7	CARDINAL
ap-2230	229	33	3.0	CARDINAL
ap-2230	229	34	1	CARDINAL
ap-2230	229	35	uct exp3 rm rand uct	ORG
ap-2230	229	36	61.5	CARDINAL
ap-2230	229	37	2.7	CARDINAL
ap-2230	229	38	54.0	CARDINAL
ap-2230	229	39	2.1	CARDINAL
ap-2230	229	40	64.5	CARDINAL
ap-2230	229	41	2.5	CARDINAL
ap-2230	229	42	84.2	CARDINAL
ap-2230	229	43	2.1	CARDINAL
ap-2230	229	44	2.2	CARDINAL
ap-2230	229	45	61.8	CARDINAL
ap-2230	229	46	1.5	CARDINAL
ap-2230	229	47	75.7	CARDINAL
ap-2230	229	48	87.8	CARDINAL
ap-2230	229	49	1.9	CARDINAL
ap-2230	229	50	72.8	CARDINAL
ap-2230	229	51	2.3	CARDINAL
ap-2230	229	52	59.2	CARDINAL
ap-2230	229	53	1.7	CARDINAL
ap-2230	229	54	75.2	CARDINAL
ap-2230	229	55	2.1	CARDINAL
ap-2230	229	56	88.8	CARDINAL
ap-2230	229	57	1.9) rand	MONEY
ap-2230	229	58	2.1	CARDINAL
ap-2230	229	59	8.7	CARDINAL
ap-2230	229	60	1.7	CARDINAL
ap-2230	229	61	10.6	CARDINAL
ap-2230	229	62	1.8	CARDINAL
ap-2230	229	63	48.7	CARDINAL
ap-2230	229	64	3.0	CARDINAL
ap-2230	229	65	1	CARDINAL
ap-2230	229	66	6	CARDINAL
ap-2230	229	67	0.1	CARDINAL
ap-2230	229	68	1	CARDINAL
ap-2230	229	69	second	ORDINAL
ap-2230	230	1	95%	PERCENT
ap-2230	231	1	0.0 0.5 1.0 1.5	QUANTITY
ap-2230	231	2	0.1	CARDINAL
ap-2230	231	3	100.0	CARDINAL
ap-2230	232	1	nc	GPE
ap-2230	232	2	uct exp3	ORG
ap-2230	232	3	2	CARDINAL
ap-2230	232	4	6	CARDINAL
ap-2230	234	1	uct	ORG
ap-2230	234	2	5.1×	CARDINAL
ap-2230	235	1	uct	ORG
ap-2230	236	1	exp3	ORG
ap-2230	236	2	3.4×	CARDINAL
ap-2230	236	3	104 iterations per second	QUANTITY
ap-2230	237	1	3	CARDINAL
ap-2230	237	2	uct	ORG
ap-2230	237	3	first	ORDINAL
ap-2230	237	4	10 seconds	TIME
ap-2230	238	1	uct	ORG
ap-2230	238	2	0.27	CARDINAL
ap-2230	238	3	shortly after 10 seconds	TIME
ap-2230	238	4	the full 30 minutes	TIME
ap-2230	238	5	0.13	CARDINAL
ap-2230	239	1	exp3	ORG
ap-2230	239	2	first	ORDINAL
ap-2230	240	1	4.3	CARDINAL
ap-2230	242	1	1000	CARDINAL
ap-2230	243	1	first	ORDINAL
ap-2230	243	2	0.0 0.5 1.0 1.5	QUANTITY
ap-2230	243	3	0.1	CARDINAL
ap-2230	243	4	100.0	CARDINAL
ap-2230	244	1	nc	GPE
ap-2230	244	2	uct exp3	ORG
ap-2230	244	3	3	CARDINAL
ap-2230	244	4	first	ORDINAL
ap-2230	246	1	1	CARDINAL
ap-2230	246	2	6	CARDINAL
ap-2230	247	1	0.1	CARDINAL
ap-2230	247	2	second	ORDINAL
ap-2230	247	3	1 second	CARDINAL
ap-2230	248	1	first	ORDINAL
ap-2230	248	2	first	ORDINAL
ap-2230	248	3	first	ORDINAL
ap-2230	251	1	second	ORDINAL
ap-2230	251	2	first	ORDINAL
ap-2230	253	1	second	ORDINAL
ap-2230	254	1	exp3	ORG
ap-2230	254	2	first	ORDINAL
ap-2230	254	3	338	CARDINAL
ap-2230	255	1	54	CARDINAL
ap-2230	256	1	5/2014	CARDINAL
ap-2230	256	2	1	CARDINAL
ap-2230	256	3	uct exp3 rm rand uct	ORG
ap-2230	256	4	70.0	CARDINAL
ap-2230	256	5	2.8	CARDINAL
ap-2230	256	6	67.7	CARDINAL
ap-2230	256	7	2.9	CARDINAL
ap-2230	256	8	61.0	CARDINAL
ap-2230	256	9	3.0	CARDINAL
ap-2230	256	10	90.6	CARDINAL
ap-2230	256	11	1.8	CARDINAL
ap-2230	256	12	79.5	CARDINAL
ap-2230	256	13	2.5	CARDINAL
ap-2230	256	14	63.2	CARDINAL
ap-2230	256	15	2.8	CARDINAL
ap-2230	256	16	66.4	CARDINAL
ap-2230	256	17	2.9	CARDINAL
ap-2230	256	18	95.6	CARDINAL
ap-2230	256	19	1.2	CARDINAL
ap-2230	256	20	73.8	CARDINAL
ap-2230	256	21	2.7	CARDINAL
ap-2230	256	22	68.2	CARDINAL
ap-2230	256	23	2.8	CARDINAL
ap-2230	256	24	67.5	CARDINAL
ap-2230	256	25	2.9	CARDINAL
ap-2230	256	26	92.8	CARDINAL
ap-2230	256	27	1.5) rand	MONEY
ap-2230	256	28	1.5	CARDINAL
ap-2230	256	29	4.0	CARDINAL
ap-2230	256	30	1.2	CARDINAL
ap-2230	256	31	4.9	CARDINAL
ap-2230	256	32	1.3	CARDINAL
ap-2230	256	33	49.0	CARDINAL
ap-2230	256	34	3.0	CARDINAL
ap-2230	256	35	2	CARDINAL
ap-2230	256	36	13	CARDINAL
ap-2230	257	1	95%	PERCENT
ap-2230	258	1	0.1	CARDINAL
ap-2230	258	2	uct exp3 rm rand uct	ORG
ap-2230	258	3	85.9	CARDINAL
ap-2230	258	4	1.7	CARDINAL
ap-2230	258	5	84.8	CARDINAL
ap-2230	258	6	1.7	CARDINAL
ap-2230	258	7	82.3	CARDINAL
ap-2230	258	8	1.8	CARDINAL
ap-2230	258	9	95.6	CARDINAL
ap-2230	258	10	1.1	CARDINAL
ap-2230	258	11	1.6	CARDINAL
ap-2230	258	12	88.1	CARDINAL
ap-2230	258	13	1.5	CARDINAL
ap-2230	258	14	85.3	CARDINAL
ap-2230	258	15	1.6	CARDINAL
ap-2230	258	16	96.6	CARDINAL
ap-2230	258	17	1.0	CARDINAL
ap-2230	258	18	87.7	CARDINAL
ap-2230	258	19	1.6	CARDINAL
ap-2230	258	20	88.1	CARDINAL
ap-2230	258	21	1.4	CARDINAL
ap-2230	258	22	85.2	CARDINAL
ap-2230	258	23	1.5	CARDINAL
ap-2230	258	24	96.0	CARDINAL
ap-2230	258	25	1.0) rand 50.5	MONEY
ap-2230	258	26	3.0	CARDINAL
ap-2230	258	27	46.1	CARDINAL
ap-2230	258	28	3.0	CARDINAL
ap-2230	258	29	48.0	CARDINAL
ap-2230	258	30	3.0	CARDINAL
ap-2230	258	31	71.4	CARDINAL
ap-2230	258	32	2.7	CARDINAL
ap-2230	258	33	1	CARDINAL
ap-2230	258	34	uct exp3 rm rand uct	ORG
ap-2230	258	35	86.5	CARDINAL
ap-2230	258	36	1.8	CARDINAL
ap-2230	258	37	86.3	CARDINAL
ap-2230	258	38	1.7	CARDINAL
ap-2230	258	39	84.0	CARDINAL
ap-2230	258	40	1.8	CARDINAL
ap-2230	258	41	95.2	CARDINAL
ap-2230	258	42	1.1	CARDINAL
ap-2230	258	43	88.5	CARDINAL
ap-2230	258	44	1.6	CARDINAL
ap-2230	258	45	88.5	DATE
ap-2230	258	46	1.5	CARDINAL
ap-2230	258	47	87.0	CARDINAL
ap-2230	258	48	1.6	CARDINAL
ap-2230	258	49	96.2	CARDINAL
ap-2230	258	50	1.0	CARDINAL
ap-2230	258	51	90.0	CARDINAL
ap-2230	258	52	1.4	CARDINAL
ap-2230	258	53	87.4	CARDINAL
ap-2230	258	54	1.5	CARDINAL
ap-2230	258	55	85.2	CARDINAL
ap-2230	258	56	1.5	CARDINAL
ap-2230	258	57	96.3	CARDINAL
ap-2230	258	58	1.0) rand 52.0	MONEY
ap-2230	258	59	3.0	CARDINAL
ap-2230	258	60	48.9	CARDINAL
ap-2230	258	61	3.0	CARDINAL
ap-2230	258	62	46.2	CARDINAL
ap-2230	258	63	2.9	CARDINAL
ap-2230	258	64	70.9	CARDINAL
ap-2230	258	65	2.7	CARDINAL
ap-2230	258	66	3	CARDINAL
ap-2230	260	1	95%	PERCENT
ap-2230	261	1	second	ORDINAL
ap-2230	262	1	exp3	ORG
ap-2230	264	1	13	CARDINAL
ap-2230	264	2	one second	TIME
ap-2230	264	3	2	CARDINAL
ap-2230	266	1	exp3	ORG
ap-2230	266	2	uct	ORG
ap-2230	266	3	uct	ORG
ap-2230	266	4	second	ORDINAL
ap-2230	267	1	exp3	ORG
ap-2230	267	2	uct	ORG
ap-2230	268	1	first	ORDINAL
ap-2230	270	1	3	CARDINAL
ap-2230	270	2	first	ORDINAL
ap-2230	270	3	second	ORDINAL
ap-2230	272	1	first	ORDINAL
ap-2230	272	2	83%	PERCENT
ap-2230	273	1	14	CARDINAL
ap-2230	274	1	0.1	CARDINAL
ap-2230	274	2	second	ORDINAL
ap-2230	274	3	exp3	ORG
ap-2230	274	4	first	ORDINAL
ap-2230	274	5	second	ORDINAL
ap-2230	275	1	uct	ORG
ap-2230	276	1	1 second	CARDINAL
ap-2230	277	1	uct	ORG
ap-2230	277	2	exp3	ORG
ap-2230	278	1	87%	PERCENT
ap-2230	278	2	first	ORDINAL
ap-2230	279	1	second	ORDINAL
ap-2230	280	1	5	CARDINAL
ap-2230	280	2	monte carlo tree	ORG
ap-2230	281	1	exp3	PRODUCT
ap-2230	281	2	two	CARDINAL
ap-2230	282	1	first	ORDINAL
ap-2230	282	2	mcts	ORG
ap-2230	283	1	nash	PERSON
ap-2230	283	2	30 minutes	TIME
ap-2230	283	3	approximately 108	CARDINAL
ap-2230	283	4	larger than 0.1	CARDINAL
ap-2230	284	1	uct	ORG
ap-2230	284	2	first	ORDINAL
ap-2230	284	3	uct	ORG
ap-2230	285	1	exp3	ORG
ap-2230	285	2	339	CARDINAL
ap-2230	287	1	uct	ORG
ap-2230	288	1	exp3	ORG
ap-2230	289	1	exp3	PRODUCT
ap-2230	290	1	the czech science foundation	ORG
ap-2230	290	2	grant p202/12/2054	PERSON
ap-2230	291	1	metacentrum	GPE
ap-2230	292	1	1	CARDINAL
ap-2230	293	1	monte-carlo	PERSON
ap-2230	294	1	175(11):1856–1875, 2011	DATE
ap-2230	295	1	doi:10.1016	PERSON
ap-2230	296	1	2	CARDINAL
ap-2230	296	2	t. keller	PERSON
ap-2230	297	1	uct	ORG
ap-2230	298	1	icaps	GPE
ap-2230	298	2	2012	DATE
ap-2230	299	1	3	CARDINAL
ap-2230	299	2	p. i. cowling	PERSON
ap-2230	299	3	e. j. powley	PERSON
ap-2230	300	1	monte carlo tree	ORG
ap-2230	301	1	4(2):120–143	ORG
ap-2230	301	2	2012	DATE
ap-2230	302	1	doi:10.1109	NORP
ap-2230	303	1	4	CARDINAL
ap-2230	303	2	m. ponsen	PERSON
ap-2230	303	3	s. de jong	PERSON
ap-2230	303	4	m. lanctot	PERSON
ap-2230	304	1	nash	PERSON
ap-2230	305	1	42:575–605	CARDINAL
ap-2230	305	2	2011	DATE
ap-2230	306	1	doi:10.1613	PERSON
ap-2230	307	1	5	CARDINAL
ap-2230	307	2	d. auger	PERSON
ap-2230	308	1	monte-carlo tree	ORG
ap-2230	310	1	2011	DATE
ap-2230	311	1	6	CARDINAL
ap-2230	311	2	l. kocsis	PERSON
ap-2230	311	3	c. szepesvári	PERSON
ap-2230	312	1	monte-carlo	ORG
ap-2230	313	1	j. frnkranz	ORG
ap-2230	313	2	t. scheffer	GPE
ap-2230	313	3	m. spiliopoulou	PERSON
ap-2230	313	4	2006	DATE
ap-2230	313	5	4212	CARDINAL
ap-2230	314	1	282–293	CARDINAL
ap-2230	314	2	springer berlin heidelberg	ORG
ap-2230	314	3	2006	DATE
ap-2230	316	1	7	CARDINAL
ap-2230	316	2	n. cesa-bianchi	PERSON
ap-2230	316	3	r. e. schapire	PERSON
ap-2230	318	1	siam	GPE
ap-2230	318	2	j comput 32(1):48–77, 2003	PERSON
ap-2230	320	1	8	CARDINAL
ap-2230	320	2	s. flory	PERSON
ap-2230	322	1	6624	CARDINAL
ap-2230	323	1	153–162	CARDINAL
ap-2230	324	1	springer berlin heidelberg	PERSON
ap-2230	324	2	2011	DATE
ap-2230	326	1	9	CARDINAL
ap-2230	326	2	m. lanctot	PERSON
ap-2230	326	3	m. h. m. winands	PERSON
ap-2230	327	1	monte carlo tree	PERSON
ap-2230	328	1	2013	DATE
ap-2230	328	2	408	CARDINAL
ap-2230	329	1	2014	DATE
ap-2230	330	1	10	CARDINAL
ap-2230	330	2	s. hart	PERSON
ap-2230	330	3	a. mas-colell	PERSON
ap-2230	332	1	econometrica 68(5):1127–1150,	ORG
ap-2230	332	2	2000	DATE
ap-2230	333	1	doi:10.1111/1468	GPE
ap-2230	334	1	11	CARDINAL
ap-2230	334	2	m. osborne	PERSON
ap-2230	334	3	a. rubinstein	PERSON
ap-2230	336	1	1994	DATE
ap-2230	337	1	12	CARDINAL
ap-2230	337	2	h. w. kuhn	PERSON
ap-2230	339	1	2(28):193–216	CARDINAL
ap-2230	339	2	1953	DATE
ap-2230	340	1	13	CARDINAL
ap-2230	340	2	m. johanson	PERSON
ap-2230	340	3	k. waugh	PERSON
ap-2230	340	4	m. bowling	PERSON
ap-2230	340	5	m. zinkevich	PERSON
ap-2230	342	1	one	CARDINAL
ap-2230	342	2	ijcai’11	ORG
ap-2230	343	1	258–265	CARDINAL
ap-2230	344	1	aaai press	ORG
ap-2230	344	2	2011	DATE
ap-2230	345	1	1-57735	CARDINAL
ap-2230	346	1	14	CARDINAL
ap-2230	346	2	c. kiekintveld	PERSON
ap-2230	346	3	v. lisy	PERSON
ap-2230	346	4	nash	PERSON
ap-2230	346	5	zero	CARDINAL
ap-2230	348	1	335–342.	DATE
ap-2230	349	1	2013	DATE
ap-2230	350	1	15	CARDINAL
ap-2230	350	2	v. lisy	PERSON
ap-2230	350	3	r. pibil	PERSON
ap-2230	350	4	j. stiborek	PERSON
ap-2230	351	1	20th	ORDINAL
ap-2230	351	2	european	NORP
ap-2230	352	1	546–551. 2012	DATE
ap-2230	354	1	16	CARDINAL
ap-2230	354	2	n. cesa-bianchi	PERSON
ap-2230	354	3	fischer	ORG
ap-2230	356	1	47(2-3):235–256, 2002	PRODUCT
ap-2230	357	1	doi:10.1023	GPE
ap-2230	359	1	17	CARDINAL
ap-2230	359	2	c. b. browne	PERSON
ap-2230	359	3	e. powley	PERSON
ap-2230	360	1	monte carlo tree	ORG
ap-2230	361	1	4(1):1–43,	DATE
ap-2230	361	2	2012	DATE
ap-2230	362	1	doi:10.1109/tciaig.2012.2186810	ORG
ap-2230	363	1	18	CARDINAL
ap-2230	363	2	m. shafiei	PERSON
ap-2230	363	3	n. sturtevant	PERSON
ap-2230	363	4	j. schaeffer	PERSON
ap-2230	364	1	uct versus cfr	ORG
ap-2230	366	1	2009	DATE
ap-2230	367	1	19	CARDINAL
ap-2230	367	2	s. hart	PERSON
ap-2230	367	3	a. mas-colell	PERSON
ap-2230	369	1	springer berlin heidelberg	PERSON
ap-2230	369	2	2001	DATE
ap-2230	371	1	20	CARDINAL
ap-2230	372	1	2014	DATE
ap-2230	373	1	http://agents.felk.cvut.cz/topics/	ORG
ap-2230	374	1	2014-09-29	DATE
ap-2230	375	1	21	CARDINAL
ap-2230	375	2	m. lanctot	PERSON
ap-2230	376	1	monte carlo	PERSON
ap-2230	377	1	ph.d	ORG
ap-2230	378	1	university of alberta	ORG
ap-2230	378	2	2013	DATE
ap-2230	379	1	22	CARDINAL
ap-2230	379	2	m. lanctot	PERSON
ap-2230	379	3	r. gibson	PERSON
ap-2230	379	4	n. burch	PERSON
ap-2230	381	1	1–21	CARDINAL
ap-2230	381	2	2012	DATE
ap-2230	383	1	340	CARDINAL
ap-2230	384	1	54(5):333–340	CARDINAL
ap-2230	384	2	2014 1	DATE
ap-2230	384	3	2	CARDINAL
ap-2230	384	4	2.1	CARDINAL
ap-2230	384	5	3	CARDINAL
ap-2230	384	6	monte carlo tree	ORG
ap-2230	384	7	3.1	CARDINAL
ap-2230	384	8	3.1.1	CARDINAL
ap-2230	384	9	3.2	CARDINAL
ap-2230	384	10	3.3	CARDINAL
ap-2230	384	11	4	CARDINAL
ap-2230	384	12	4.1	CARDINAL
ap-2230	384	13	4.2	CARDINAL
ap-2230	384	14	nash	PERSON
ap-2230	384	15	4.3	CARDINAL
ap-2230	384	16	5	CARDINAL