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our_life.txt
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eval usage of camera and mouse to compare and to ensure that it works; needs to be done scientifically
compare using a CV method as a baseline, then maybe add some noise to see how well the algorithm adjusts to that
Position
---------
-> IMU = Drift Problem
-> Mouse = Not fast enough, no quick changes
-> PX4Flow =
Solution: Eliminate position entirely. State consisting of
velocities is markovian for the problem of drifting.
XBee
----
-> Memory overflow; memory usage fix
-> Sync vs. Async
Car
---
-> Voltage surge
-> BEC screw up
->
PILCO
-----
-> Random init led to Suboptimal policy
-> The car decides to prioritize a straight path over a circular one after a while:
Normalize the weights of the cost matrix to equally prioritize both
components of the cost function (rephrase)
DQN
---
-> Discrete actions
-------------------------------------------------------------
-> Used DQN for init
-> Tried to make car standalone instead of using motion capture