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Benchmarks
Imitation Learning on General MDPs various settings
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Expert Trajectories (τ_E)
ILARL
0.88
1.69
2.5
3.31
Feb 19, 2025
Expert Trajectories (τ_E)
MDP Trajectories Required (K)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Expert Trajectories (τ_E)
MDP Trajectories Required (K)
ILARL
Setting=Linear MDP, W_...
2025.02
1
3
Behavioural Cloning
Setting=Function Appro...
2025.02
2
-
Behavioural Cloning
Setting=Tabular, Episo...
2025.02
2
-
Behavioural Cloning
Setting=Deterministic...
2025.02
2
-
OAL
Setting=Episodic Tabul...
2025.02
2
4
Mobile
Setting=Episodic, r_{t...
2025.02
2
5
FRA-IL
Setting=Linear MDP, F....
2025.02
2
3
Lower Bound
Setting=Linear MDP, F....
2025.02
2
1
Mimic-MD
Setting=Tabular, Known...
2025.02
3
-
MB-TAIL
Setting=Episodic, Tabu...
2025.02
3
3
OGAIL
Setting=Episodic Linea...
2025.02
3
4
FAIL
Setting=Episodic, πE ∈...
2025.02
4
4
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