una-auxme / paf

MIT License
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139 feature reduce decision tree #142

Closed JuliusMiller closed 9 months ago

JuliusMiller commented 10 months ago

Description

Redundant behaviors have been removed.

Only Intersection, Lane Switch and Cruise have been kept.

The decision tree now looks like this: small_bt

Fixes #139

Type of change

Please delete options that are not relevant.

Does this PR introduce a breaking change?

No

Most important changes

code/planning/behavior_agent/src/behavior_agent/behavior_tree.py

Checklist:

github-actions[bot] commented 10 months ago

Simulation results

Metric Value
Avg. driving score 0.002577
Avg. route completion 0.12
Avg. infraction penalty 0.228816
Collisions with pedestrians 0.0
Collisions with vehicles 615.516
Collisions with layout 123.103
Red lights infractions 0.0
Stop sign infractions 0.0
Off-road infractions 0.005
Route deviations 0.0
Route timeouts 123.103
Agent blocked 0.0
Yield emergency vehicles infractions 0.0
Scenario timeouts 61.552
Min speed infractions 0.0