#MetaDrive

Reinforcement Learning for Obstacle Avoidance in CARLA: A Guide to Choosing Between DQN, PPO, and SAC

In-depth comparison of DQN, PPO, and SAC for obstacle avoidance in CARLA simulator, covering reward design strategies, simulation optimization, and practical guidance for autonomous driving RL researchers.