95 citations · 378 across the 58 of their papers we have counts for
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math.OC2018
Altruistic Autonomy: Beating Congestion on Shared Roads
Erdem Bıyık, Daniel Lazar, Ramtin Pedarsani +1
Traffic congestion has large economic and social costs. The introduction of autonomous vehicles can potentially reduce this congestion, both by increasing network throughput and by…
cs.LG2018★ 23 cited
Batch Active Preference-Based Learning of Reward Functions
Erdem Bıyık, Dorsa Sadigh
Data generation and labeling are usually an expensive part of learning for robotics. While active learning methods are commonly used to tackle the former problem, preference-based…