42 citations · 185 across the 35 of their papers we have counts for
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cs.LO2023★ 1 cited
Omega-Regular Decision Processes
Ernst Moritz Hahn, Mateo Perez, Sven Schewe +3
Regular decision processes (RDPs) are a subclass of non-Markovian decision processes where the transition and reward functions are guarded by some regular property of the past (a l…
cs.LG2023
Omega-Regular Reward Machines
Ernst Moritz Hahn, Mateo Perez, Sven Schewe +3
Reinforcement learning (RL) is a powerful approach for training agents to perform tasks, but designing an appropriate reward mechanism is critical to its success. However, in many…
cs.LG2023★ 7 cited
MC-NN: An End-to-End Multi-Channel Neural Network Approach for Predicting Influenza A Virus Hosts and Antigenic Types
Yanhua Xu, Dominik Wojtczak
Influenza poses a significant threat to public health, particularly among the elderly, young children, and people with underlying dis-eases. The manifestation of severe conditions,…