Bot Auto
Transportation
SeniorML/RLEngineer,BehaviorPlanning
“Senior ML/RL Engineer, Behavior Planning at Bot Auto. Skills: Reinforcement Learning, Behavior Planning, Machine Learning. Develop and train diverse, conditioned policies. Simulate realistic driving behaviors”
What You'll Achieve.
Bridge gap between simulation and real world; Develop scalable policy framework; Navigate highways with superhuman safety and precision
Industry & Context.
Solve fundamental challenges in RL training; Variance management; Distribution shift
What They're Looking For.
Must Have
MS or PhD in Computer Science, Robotics, or a related quantitative field, Reward understanding of modern deep learning architectures and optimization techniques, Ability to diagnose and solve fundamental challenges in RL training, such as variance management and distribution shift
Nice to Have
Experience with constrained optimization or safety-critical learning frameworks, Background in MARL training stability, including self-play and decentralized execution strategies, Familiarity with vehicle dynamics and behavior planning, particularly for long-haul highway environments
What You'll Do.
Develop and train diverse
Simulate realistic driving behaviors
Lead research and implementation of advanced RL algorithms
Ensure safety metrics are primary constraints
How You'll Work.
Team & Collaboration
Work at the intersection of MARL and safety-critical system design
Applying for this Senior ML/RL Engineer, Behavior Planning role?
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