MountainCar
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MountainCar (Pure)
-44.6Avg Reward (gamma=0.01)
30
MountainCar v1.0 (Drift II)
100Success Rate
27
MountainCar v1.0 (Drift I)
100Success Rate
27
MountainCar Source
100Success Rate
27
MountainCar
199.99Avg Episode Reward
25
MountainCar v0
200Mean Episodic Return
18
MountainCar Source
100Success Rate
18
MountainCar Drift II - Dynamics Shift
100Success Rate
18
MountainCar Drift I - Dynamics Shift
100Success Rate
18
MountainCar
200Maximum Return
14
MountainCar Explicit Structural Drift II
100Success Rate (Source)
14
MountainCar
1.4Training Time (min)
13
MountainCar v0 (test)
-101.72Total Reward
10
MountainCar (Random)
-45Avg Reward (gamma=0.01)
10
MountainCar Dynamics Explicit structural drift (Drift I)
100Success Rate
9
MountainCar Source v1.0
0Success Rate
9
MountainCar gravity=0.035
-210.6Policy Value
8
MountainCar gravity=0.025
-189.4Score
8
MountainCar gravity=0.01
-44.79Policy Value
8
MountainCar v0
199.99Cumulative Reward
7
MountainCar
98.74Average Return
7
MountainCar (MC) (test)
99Reward Ratio
4
MountainCar
10.6Average Decisions
3
MountainCar
9.08Action Repetition
3
MountainCar
2,000,000Episodes
3