env_name stringclasses 1
value | env_idx int64 0 2k | global_step int64 0 999 | episode_step int64 0 100 | action int64 0 3 | reward float64 0 99 | done int64 0 2 | observation_discrete listlengths 1 1 | metadata_prob float64 1 1 | metadata_map stringlengths 11 71 ⌀ | metadata_q_star listlengths 4 4 |
|---|---|---|---|---|---|---|---|---|---|---|
frozenlake_train | 0 | 0 | 0 | 2 | 0 | 0 | [
8
] | 1 | HFFF
FFFH
SFFF
FFGF
HFFF | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 1 | 1 | 1 | 0 | 0 | [
12
] | 1 | null | [
0.9801,
0,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 2 | 2 | 0 | 0 | 0 | [
12
] | 1 | null | [
0.9801,
0,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 3 | 3 | 2 | 0 | 0 | [
13
] | 1 | null | [
0.9801,
0.9801,
1,
0.9801
] |
frozenlake_train | 0 | 4 | 4 | 3 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 5 | 5 | 1 | 0 | 0 | [
13
] | 1 | null | [
0.9801,
0.9801,
1,
0.9801
] |
frozenlake_train | 0 | 6 | 6 | 3 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 7 | 7 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 8 | 8 | 3 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 9 | 9 | 0 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 10 | 10 | 3 | 0 | 1 | [
0
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 11 | 0 | 3 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 12 | 1 | 1 | 0 | 0 | [
12
] | 1 | null | [
0.9801,
0,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 13 | 2 | 0 | 0 | 0 | [
12
] | 1 | null | [
0.9801,
0,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 14 | 3 | 2 | 0 | 0 | [
13
] | 1 | null | [
0.9801,
0.9801,
1,
0.9801
] |
frozenlake_train | 0 | 15 | 4 | 1 | 0 | 0 | [
17
] | 1 | null | [
0,
0.9801,
0.99,
0.99
] |
frozenlake_train | 0 | 16 | 5 | 2 | 0 | 0 | [
18
] | 1 | null | [
0.9801,
0.99,
0.9801,
1
] |
frozenlake_train | 0 | 17 | 6 | 0 | 0 | 0 | [
17
] | 1 | null | [
0,
0.9801,
0.99,
0.99
] |
frozenlake_train | 0 | 18 | 7 | 3 | 0 | 0 | [
13
] | 1 | null | [
0.9801,
0.9801,
1,
0.9801
] |
frozenlake_train | 0 | 19 | 8 | 0 | 0 | 0 | [
12
] | 1 | null | [
0.9801,
0,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 20 | 9 | 1 | 0 | 1 | [
16
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 21 | 0 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 22 | 1 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 23 | 2 | 3 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 24 | 3 | 2 | 0 | 0 | [
5
] | 1 | null | [
0.96059601,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 25 | 4 | 2 | 0 | 0 | [
6
] | 1 | null | [
0.9702989999999999,
0.99,
0,
0.9702989999999999
] |
frozenlake_train | 0 | 26 | 5 | 1 | 0 | 0 | [
10
] | 1 | null | [
0.9801,
1,
0.9801,
0.9801
] |
frozenlake_train | 0 | 27 | 6 | 3 | 0 | 0 | [
6
] | 1 | null | [
0.9702989999999999,
0.99,
0,
0.9702989999999999
] |
frozenlake_train | 0 | 28 | 7 | 2 | 0 | 1 | [
7
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 29 | 0 | 1 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 30 | 1 | 2 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 31 | 2 | 3 | 0 | 0 | [
5
] | 1 | null | [
0.96059601,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 32 | 3 | 1 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 33 | 4 | 3 | 0 | 0 | [
5
] | 1 | null | [
0.96059601,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 34 | 5 | 2 | 0 | 0 | [
6
] | 1 | null | [
0.9702989999999999,
0.99,
0,
0.9702989999999999
] |
frozenlake_train | 0 | 35 | 6 | 3 | 0 | 0 | [
2
] | 1 | null | [
0.96059601,
0.9801,
0.96059601,
0.9702989999999999
] |
frozenlake_train | 0 | 36 | 7 | 3 | 0 | 0 | [
2
] | 1 | null | [
0.96059601,
0.9801,
0.96059601,
0.9702989999999999
] |
frozenlake_train | 0 | 37 | 8 | 0 | 0 | 0 | [
1
] | 1 | null | [
0,
0.9702989999999999,
0.9702989999999999,
0.96059601
] |
frozenlake_train | 0 | 38 | 9 | 3 | 0 | 0 | [
1
] | 1 | null | [
0,
0.9702989999999999,
0.9702989999999999,
0.96059601
] |
frozenlake_train | 0 | 39 | 10 | 2 | 0 | 0 | [
2
] | 1 | null | [
0.96059601,
0.9801,
0.96059601,
0.9702989999999999
] |
frozenlake_train | 0 | 40 | 11 | 3 | 0 | 0 | [
2
] | 1 | null | [
0.96059601,
0.9801,
0.96059601,
0.9702989999999999
] |
frozenlake_train | 0 | 41 | 12 | 3 | 0 | 0 | [
2
] | 1 | null | [
0.96059601,
0.9801,
0.96059601,
0.9702989999999999
] |
frozenlake_train | 0 | 42 | 13 | 0 | 0 | 0 | [
1
] | 1 | null | [
0,
0.9702989999999999,
0.9702989999999999,
0.96059601
] |
frozenlake_train | 0 | 43 | 14 | 3 | 0 | 0 | [
1
] | 1 | null | [
0,
0.9702989999999999,
0.9702989999999999,
0.96059601
] |
frozenlake_train | 0 | 44 | 15 | 0 | 0 | 1 | [
0
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 45 | 0 | 1 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 46 | 1 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 47 | 2 | 1 | 0 | 0 | [
12
] | 1 | null | [
0.9801,
0,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 48 | 3 | 3 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 49 | 4 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 50 | 5 | 2 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 51 | 6 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 52 | 7 | 3 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 53 | 8 | 2 | 0 | 0 | [
5
] | 1 | null | [
0.96059601,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 54 | 9 | 2 | 0 | 0 | [
6
] | 1 | null | [
0.9702989999999999,
0.99,
0,
0.9702989999999999
] |
frozenlake_train | 0 | 55 | 10 | 1 | 0 | 0 | [
10
] | 1 | null | [
0.9801,
1,
0.9801,
0.9801
] |
frozenlake_train | 0 | 56 | 11 | 3 | 0 | 0 | [
6
] | 1 | null | [
0.9702989999999999,
0.99,
0,
0.9702989999999999
] |
frozenlake_train | 0 | 57 | 12 | 2 | 0 | 1 | [
7
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 58 | 0 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 59 | 1 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 60 | 2 | 1 | 0 | 0 | [
12
] | 1 | null | [
0.9801,
0,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 61 | 3 | 2 | 0 | 0 | [
13
] | 1 | null | [
0.9801,
0.9801,
1,
0.9801
] |
frozenlake_train | 0 | 62 | 4 | 3 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 63 | 5 | 3 | 0 | 0 | [
5
] | 1 | null | [
0.96059601,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 64 | 6 | 0 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 65 | 7 | 0 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 66 | 8 | 3 | 0 | 1 | [
0
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 67 | 0 | 1 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 68 | 1 | 3 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 69 | 2 | 3 | 0 | 1 | [
0
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 70 | 0 | 1 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 71 | 1 | 2 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 72 | 2 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 73 | 3 | 2 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 74 | 4 | 2 | 0 | 0 | [
10
] | 1 | null | [
0.9801,
1,
0.9801,
0.9801
] |
frozenlake_train | 0 | 75 | 5 | 2 | 0 | 0 | [
11
] | 1 | null | [
0.99,
0.99,
0.9801,
0
] |
frozenlake_train | 0 | 76 | 6 | 1 | 0 | 0 | [
15
] | 1 | null | [
1,
0.9801,
0.99,
0.9801
] |
frozenlake_train | 0 | 77 | 7 | 3 | 0 | 0 | [
11
] | 1 | null | [
0.99,
0.99,
0.9801,
0
] |
frozenlake_train | 0 | 78 | 8 | 0 | 0 | 0 | [
10
] | 1 | null | [
0.9801,
1,
0.9801,
0.9801
] |
frozenlake_train | 0 | 79 | 9 | 1 | 9 | 1 | [
14
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 80 | 0 | 3 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 81 | 1 | 2 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 82 | 2 | 1 | 0 | 0 | [
13
] | 1 | null | [
0.9801,
0.9801,
1,
0.9801
] |
frozenlake_train | 0 | 83 | 3 | 3 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 84 | 4 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 85 | 5 | 3 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 86 | 6 | 1 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 87 | 7 | 2 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 88 | 8 | 1 | 0 | 0 | [
13
] | 1 | null | [
0.9801,
0.9801,
1,
0.9801
] |
frozenlake_train | 0 | 89 | 9 | 3 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 90 | 10 | 2 | 0 | 0 | [
10
] | 1 | null | [
0.9801,
1,
0.9801,
0.9801
] |
frozenlake_train | 0 | 91 | 11 | 3 | 0 | 0 | [
6
] | 1 | null | [
0.9702989999999999,
0.99,
0,
0.9702989999999999
] |
frozenlake_train | 0 | 92 | 12 | 2 | 0 | 1 | [
7
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 93 | 0 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 94 | 1 | 3 | 0 | 0 | [
4
] | 1 | null | [
0.96059601,
0.9702989999999999,
0.9702989999999999,
0
] |
frozenlake_train | 0 | 95 | 2 | 3 | 0 | 1 | [
0
] | 1 | null | [
0,
0,
0,
0
] |
frozenlake_train | 0 | 96 | 0 | 3 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 97 | 1 | 2 | 0 | 0 | [
9
] | 1 | null | [
0.9702989999999999,
0.99,
0.99,
0.9702989999999999
] |
frozenlake_train | 0 | 98 | 2 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
frozenlake_train | 0 | 99 | 3 | 0 | 0 | 0 | [
8
] | 1 | null | [
0.9702989999999999,
0.9801,
0.9801,
0.96059601
] |
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