Dataset Cards - CFCQL

6h_vs_8z - Download

Environment name	Version	Agents	Action type	Observation size	Reward type
SMAC (v1)	SMAC V1, from OxWhiRL	6	Discrete	[78]	Dense

Converted from cfcql format to a Vault.

Uid	Episode return mean	Min return	Max return	Transitions	Trajectories	Joint SACo
Mixed	17.81 ± 2.88	9.14	20.17	217723	5000	0.24
Medium-Replay	12.97 ± 2.22	0.81	20.03	182403	5000	1.00
Medium	16.63 ± 3.03	9.80	20.00	207008	5000	0.12
Expert	19.01 ± 2.11	9.14	20.17	228120	5000	0.12

3s_vs_5z - Download

Environment name	Version	Agents	Action type	Observation size	Reward type
SMAC (v1)	SMAC V1, from OxWhiRL	3	Discrete	[48]	Dense

Converted from cfcql format to a Vault.

Uid	Episode return mean	Min return	Max return	Transitions	Trajectories	Joint SACo
Mixed	21.04 ± 2.51	5.58	29.00	888375	5000	0.23
Medium-Replay	18.85 ± 4.20	4.03	28.53	1082739	5000	0.99
Medium	20.86 ± 3.47	5.58	29.00	1174576	5000	0.11
Expert	21.19 ± 0.70	9.21	24.87	600520	5000	0.12

Environment name	Version	Agents	Action type	Observation size	Reward type
SMAC (v1)	SMAC V1, from OxWhiRL	5	Discrete	[55]	Dense

Converted from cfcql format to a Vault.

Uid	Episode return mean	Min return	Max return	Transitions	Trajectories	Joint SACo
Mixed	15.11 ± 5.11	6.38	20.00	131703	5000	0.22
Medium-Replay	9.02 ± 2.59	4.57	20.00	118405	5000	0.96
Medium	12.05 ± 4.36	6.38	20.00	135256	5000	0.10
Expert	18.17 ± 3.79	7.13	20.00	128536	5000	0.12

Environment name	Version	Agents	Action type	Observation size	Reward type
SMAC (v1)	SMAC V1, from OxWhiRL	5	Discrete	[80]	Dense

Converted from cfcql format to a Vault.

Uid	Episode return mean	Min return	Max return	Transitions	Trajectories	Joint SACo
Mixed	16.39 ± 4.33	7.96	20.27	232528	5000	0.25
Medium-Replay	7.94 ± 3.41	2.00	20.12	100121	1976	1.00
Medium	12.76 ± 3.32	7.96	20.27	253992	5000	0.12
Expert	19.97 ± 0.37	13.90	20.08	211832	5000	0.12