Metric: Average Return (higher is better)
| # | Model↕ | Average Return▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SAC | 15836.04 | No | Soft Actor-Critic: Off-Policy Maximum Entropy De... | 2018-01-04 | Code |
| 2 | DDPG | 14934.86 | No | Continuous control with deep reinforcement learn... | 2015-09-09 | Code |
| 3 | TD3 | 12026.73 | No | Addressing Function Approximation Error in Actor... | 2018-02-26 | Code |
| 4 | MEow | 10981.47 | No | Maximum Entropy Reinforcement Learning via Energ... | 2024-05-22 | Code |
| 5 | PPO | 6006.11 | No | Proximal Policy Optimization Algorithms | 2017-07-20 | Code |