Designing Reward Functions Using Active Preference Learning for Reinforcement Learning in Autonomous Driving Navigation
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DOI: 10.3390/app14114845
Abstract: This study presents a method based on active preference learning to overcome the challenges of designing reward functions for autonomous navigation. Results obtained from training with artificially designed reward functions may not accurately reflect human… read more here.
Keywords: reward functions; navigation; preference learning; active preference ... See more keywords