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Ashok Litwin-Kumar

2 accepted papers

2022

Action-modulated midbrain dopamine activity arises from distributed control policies

NeurIPS 2022accept

Animal behavior is driven by multiple brain regions working in parallel with distinct control policies. We present a biologically plausible model of off-policy reinforcement learning in the basal ganglia, which enables learning in such an architecture. The model accounts for action-related modulatio…

Cited by 20SourcePDFScholar