Reinforcement Learning on POPGym Noisy Stateless CartPole (Hard)
20.7MMERS4D
Evaluation Results
| Method | Links | |
|---|---|---|
| S4DImplementation Source=Morad et al., Framework=RLLib2023.03 | 20.7 | |
| MLPImplementation Source=StableBaselines3/CleanRL, Framework=JAX2023.03 | 22 | |
| MLPImplementation Source=Morad et al., Framework=RLLib2023.03 | 22.9 | |
| GRUImplementation Source=StableBaselines3/CleanRL, Framework=JAX2023.03 | 27 | |
| S5Implementation Source=StableBaselines3/CleanRL, Framework=JAX, Parameter Matching=Matched to GRU params2023.03 | 28 | |
| LMUImplementation Source=Morad et al., Framework=RLLib2023.03 | 35.2 | |
| FARTImplementation Source=Morad et al., Framework=RLLib2023.03 | 36.6 | |
| GRUImplementation Source=Morad et al., Framework=RLLib2023.03 | 39 | |
| IndRNNImplementation Source=Morad et al., Framework=RLLib2023.03 | 40.4 |