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arlbench

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Subset (6)

dqn_landscape_data · 333k rows

Split (1)

train · 333k rows

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config_id int64 0 255	training_steps int64 5k 10M	performance float64 -3,734.97 34.6k	hp_config.buffer_batch_size int64 16 256	hp_config.buffer_prio_sampling bool 2 classes	hp_config.buffer_size int64 1.1k 1,000k	hp_config.initial_epsilon float64 0.5 1	hp_config.learning_rate float64 0 0.1	hp_config.learning_starts int64 1 32.7k	hp_config.target_epsilon float64 0 0.2	hp_config.use_target_network bool 2 classes	hp_config.buffer_alpha float64 0.02 0.98 ⌀	hp_config.buffer_beta float64 0.01 1 ⌀	hp_config.buffer_epsilon float64 0 0 ⌀	hp_config.target_update_interval float64 1 2k ⌀	seed int64 0 9
246	10,000	-115.60447	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	20,000	-4.041178	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	30,000	-151.12476	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	40,000	-104.32101	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	50,000	-172.51045	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	60,000	-316.96127	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	70,000	-176.84567	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	80,000	-353.8894	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	90,000	-287.9223	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
246	100,000	-355.41574	128	true	5,082	0.832251	0.021799	691	0.175277	true	0.245581	0.902591	0.000011	61	5
247	10,000	-211.34688	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	20,000	-160.37262	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	30,000	-152.28119	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	40,000	-123.64772	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	50,000	-391.15833	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	60,000	-207.44482	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	70,000	-75.571976	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	80,000	-250.39014	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	90,000	-95.58475	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
247	100,000	-206.04082	64	true	7,661	0.9525	0.000005	1,740	0.070856	false	0.371393	0.275007	0	null	5
248	10,000	-152.91669	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	20,000	-153.64099	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	30,000	-218.94821	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	40,000	-216.29117	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	50,000	-215.80624	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	60,000	-213.77039	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	70,000	-200.81432	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	80,000	-252.78163	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	90,000	-172.38959	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
248	100,000	-210.75473	128	false	54,862	0.985718	0.000511	51	0.083658	false	null	null	null	null	5
249	10,000	-293.99884	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	20,000	-273.5218	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	30,000	-168.547	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	40,000	-902.0497	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	50,000	-143.15569	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	60,000	-573.9838	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	70,000	-161.8313	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	80,000	-163.65114	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	90,000	-576.51685	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
249	100,000	-151.74251	256	false	10,838	0.737607	0.000027	1,802	0.0577	false	null	null	null	null	5
250	10,000	43.604298	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	20,000	-183.89209	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	30,000	-25.802095	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	40,000	60.859093	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	50,000	-84.711136	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	60,000	80.561005	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	70,000	-138.29907	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	80,000	-13.371096	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	90,000	-109.28427	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
250	100,000	77.881714	128	false	93,657	0.925779	0.01208	340	0.16585	true	null	null	null	61	5
251	10,000	-147.84457	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	20,000	-156.03838	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	30,000	-150.72786	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	40,000	-146.96434	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	50,000	-122.97102	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	60,000	-298.85272	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	70,000	-128.36295	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	80,000	-63.603657	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	90,000	-74.44455	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
251	100,000	-198.21902	64	true	38,519	0.535087	0.000319	1,974	0.122745	true	0.956588	0.395345	0.000062	64	5
252	10,000	-253.42566	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	20,000	-136.93365	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	30,000	-162.71497	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	40,000	-169.09917	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	50,000	-23.272118	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	60,000	-421.1488	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	70,000	93.02261	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	80,000	-220.79796	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	90,000	-144.36824	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
252	100,000	-56.97149	256	false	18,633	0.542843	0.011174	1,854	0.099102	false	null	null	null	null	5
253	10,000	-225.83513	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	20,000	19.549303	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	30,000	-116.04959	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	40,000	-67.38133	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	50,000	-28.899914	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	60,000	-131.90271	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	70,000	-53.105057	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	80,000	-66.49124	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	90,000	6.515885	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
253	100,000	30.484726	64	true	36,979	0.838606	0.000775	677	0.166862	true	0.267942	0.564348	0.000008	45	5
254	10,000	-19.787449	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	20,000	-142.76733	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	30,000	-67.210014	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	40,000	43.516685	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	50,000	-95.45554	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	60,000	-70.77046	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	70,000	-18.880268	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	80,000	54.1435	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	90,000	-10.590381	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
254	100,000	-242.37143	64	false	31,841	0.69609	0.004654	1,919	0.154999	true	null	null	null	37	5
255	10,000	-250.57816	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	20,000	-80.839714	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	30,000	-28.334833	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	40,000	98.50522	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	50,000	-78.46941	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	60,000	62.892426	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	70,000	-151.41666	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	80,000	-80.05461	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	90,000	-102.46112	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5
255	100,000	-121.3689	64	false	100,787	0.658292	0.008271	1,250	0.157033	true	null	null	null	56	5

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