Cost Function Design: Needs to balance path length, safety, energy consumption, and dynamic feasibility (for instance, robotic arms need to avoid joint limits). Industrial case: An AGV (Automated ...
Abstract: With the rapid deployment of sensitive data of large models in open environments (SDLMIOE), ensuring secure and reliable transmission has become increasingly vital. This study suggests a ...
Abstract: Efficient navigation in obstructed environments poses a significant challenge for autonomous robots, particularly in industrial settings where safe and effective movement through complex ...
. ├── ppo.py # Core PPO implementation ├── demonstrations/ # Example implementations │ ├── cartpole_demo.py │ ├── lunar_lander_demo.py │ └── README.md ├── requirements.txt # Project dependencies └── ...
Unruly, undigital, and fiercely communal — the Gallagher Bros.' U.S. swing is everything our techno-entertainment world isn't. Which is exactly why we need them. By Steven Zeitchik Senior Editor, ...