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end-to-end-learning

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An end-to-end (E2E) reinforcement learning model for autonomous vehicle collision avoidance in the CARLA simulator, using a recurrent PPO algorithm for dynamic control. The model processes RGB camera inputs to make real-time acceleration and steering decisions.

  • Updated Apr 12, 2024
  • Python

Structuring Machine Learning Projects repository for all projects of Course 3 of 5 of the Deep Learning Specialization covering topics such as being a technical leader in AI, how to diagnose and reduce errors in a ML system, mismatched training/test sets, human-level performance, transfer learning, multi-task learning and end-to-end learning.

  • Updated Aug 4, 2019

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