Abstract: Despite the widespread use of established optimization algorithms like Non-Dominated Sorting Genetic Algorithm-II (NSGA-II), Non-Dominated Sorting Genetic Algorithm-III (NSGA-III), and Multi ...
. ├── ppo.py # Core PPO implementation ├── demonstrations/ # Example implementations │ ├── cartpole_demo.py │ ├── lunar_lander_demo.py │ └── README.md ├── requirements.txt # Project dependencies └── ...
Abstract: The parameter adaptation enhanced differential evolution (DE) algorithm has demonstrated promising performance for noiseless optimization. However, its efficiency degrades when confronted ...
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