FrozenLake
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
FrozenLake Topology Explicit structural drift (II)
85Success Rate
9
FrozenLake Drift I Topology Explicit structural drift
0.85Success Rate
9
FrozenLake Explicit structural drift (Source)
85Success Rate
9
FrozenLake topology shift baseline (Source)
100Success Rate
9
FrozenLake Drift I
85Success Rate
9
FrozenLake Drift II v1.0
75Success Rate
9
FrozenLake Source v1.0
100Success Rate
9
FrozenLake Hidden drift
100Score
9
FrozenLake reward reversal Implicit Drift Hidden drift
100Score
9
FrozenLake reward reversal Implicit Drift (Source)
45Score
9
FrozenLake 7x7
0.68Reward
8
FrozenLake 6x6
0.75Reward
8
FrozenLake 5x5
0.87Cumulative Reward
8
FrozenLake 4x4
0.95Reward
8
FROZENLAKE
91.6EM (%)
8
FrozenLake v1
0.37Return
6
FrozenLake (val)
68.4Success Rate
6
FrozenLake
96Success Rate (Static)
6
FrozenLake
30Success Rate
6
FrozenLake 8x8
1Reward
5
FrozenLake 6x6 (With Slipperiness)
93Reward
5
FrozenLake 6x6
98Reward
5
FrozenLake Gymnasium
0.93Mean Best Reward
5
FrozenLake
93Mean Best Reward
4
FrozenLake
27Median Episodes to Converge
3