Web: https://www.reddit.com/r/reinforcementlearning/comments/xl4o3y/why_does_my_deep_q_learning_reach_a_limit/

Sept. 22, 2022, 3:34 p.m. | /u/Si1veRonReddit

Reinforcement Learning reddit.com

I am using Deep Q Learning to try to create a simple 2D self driving car simulation in Python. The state is the distance to the edge of the road at a few locations, and the actions are left, right, accelerate, brake. When simply controlling steering, it can navigate any map, but introduced to speed, it can't learn to brake around corners, causing it to crash.

I have tried alot of different combinations of hyperparameters, and the below graph is …


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