PPO-Based Sim-to-Real Maples’ Navigation for TurtleBot3 Mobile Robots in Unknown and Dynamic Indoor Environments
Objective: In the field of mobile robotics, autonomous navigation in dynamic environments is one of the most challenging tasks in these environments: traditional methods based on pre-mapping and geometric planning are not effective in these environments due to uncertainty, and reactive methods are lacking in foresight....