Research Article
Investigating the Effects of Hyperparameters in Quantum-Enhanced Deep Reinforcement Learning
Table 2
Some quantum-enhanced ML algorithms we found from the literary review.
| Related works of literature | OpenAI gym environment | Performance | Algorithm used by the researcher |
| Yueh Hsiao et al. [30] | Acrobot and LunarLander | Converged faster | Proximal policy optimization (PPO) | Lockwood and Si [31] | CartPole-v1 and Acrobot | Not defined | Policy gradient with baseline’ | Lan [32] | Pendulum | Faster convergency | Soft actor-critic | Yun et al. [33] | CartPole-v0 | Not defined | Q-Learning | Hu and Hu [14] | 2 × 3 frozen lakes | Not defined | Deep actor-critic |
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