Lane change frequency for different methods (times/(veh*km)).

Lane change frequency for different methods (times/(veh*km)).

<p>Lane change frequency for different methods (times/(veh*km)).</p>

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Bibliographic Details
Main Author:	Tong Zhou (3770) (author)
Other Authors:	Yuzhao Huang (10718022) (author), Yudan Tian (9159095) (author), Hua Huang (190195) (author), Minghui Ou (11908693) (author), Tao Lin (124891) (author)
Published:	2025
Subjects:	Biochemistry Microbiology Physiology Biotechnology Developmental Biology Cancer Chemical Sciences not elsewhere classified xlink "> due task completion rate prevent unsafe actions evaluate driving safety deep reinforcement learning action masking mechanism vehicle passage sequence multiple mainline lanes strategy exploration phase vehicle coordination system lane mainline traffic ids reached 98 ramp merging strategy ramp vehicles merging ramp merging vehicle flow mainline vehicles ids strategy traffic flow lane scenarios coordination problem ids stands strategy uses sumo simulations sine function important scenario excellent smoothness different density concentrated conflicts 62 %,
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Summary:	<p>Lane change frequency for different methods (times/(veh*km)).</p>

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