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#behavior tree

September 3, 2026 Connected & Autonomous Driving

Behavior Planning Primer: How FSMs, Behavior Trees, and POMDPs Choose What an Automated Vehicle Does Next

Behavior planning turns uncertain perception into stop, follow, yield, merge, and lane-change decisions, then constrains path planning and MPC. This primer connects FSMs, behavior trees, POMDPs, current ADAS, safety, and testing.