20 citations · 50 across the 8 of their papers we have counts for
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cs.LG2023★ 16 cited
Diffusion Policies for Out-of-Distribution Generalization in Offline Reinforcement Learning
Suzan Ece Ada, Erhan Oztop, Emre Ugur
Offline Reinforcement Learning (RL) methods leverage previous experiences to learn better policies than the behavior policy used for data collection. However, they face challenges…
cs.LG2023★ 2 cited
Meta-World Conditional Neural Processes
Suzan Ece Ada, Emre Ugur
We propose Meta-World Conditional Neural Processes (MW-CNP), a conditional world model generator that leverages sample efficiency and scalability of Conditional Neural Processes to…