SenseLab

Computational model (s) having Reinforcement Learning as Model Concept


 
Name
1 A large-scale model of the functioning brain (spaun) (Eliasmith et al. 2012)
2 A reinforcement learning example (Sutton and Barto 1998)
3 A spiking neural network model of model-free reinforcement learning (Nakano et al 2015)
4 Alleviating catastrophic forgetting: context gating and synaptic stabilization (Masse et al 2018)
5 Alternative time representation in dopamine models (Rivest et al. 2009)
6 Basal Ganglia and Levodopa Pharmacodynamics model for parameter estimation in PD (Ursino et al 2020)
7 Calcium response prediction in the striatal spines depending on input timing (Nakano et al. 2013)
8 Coding explains development of binocular vision and its failure in Amblyopia (Eckmann et al 2020)
9 Computational endophenotypes in addiction (Fiore et al 2018)
10 Cortex learning models (Weber at al. 2006, Weber and Triesch, 2006, Weber and Wermter 2006/7)
11 Cortical model with reinforcement learning drives realistic virtual arm (Dura-Bernal et al 2015)
12 Cortico-striatal plasticity in medium spiny neurons (Gurney et al 2015)
13 Dynamic dopamine modulation in the basal ganglia: Learning in Parkinson (Frank et al 2004,2005)
14 First-Spike-Based Visual Categorization Using Reward-Modulated STDP (Mozafari et al. 2018)
15 Fixed point attractor (Hasselmo et al 1995)
16 Hippocampal context-dependent retrieval (Hasselmo and Eichenbaum 2005)
17 Model of DARPP-32 phosphorylation in striatal medium spiny neurons (Lindskog et al. 2006)
18 Motor system model with reinforcement learning drives virtual arm (Dura-Bernal et al 2017)
19 Odor supported place cell model and goal navigation in rodents (Kulvicius et al. 2008)
20 Prefrontal cortical mechanisms for goal-directed behavior (Hasselmo 2005)
21 Reinforcement learning of targeted movement (Chadderdon et al. 2012)
22 Reinforcement Learning with Forgetting: Linking Sustained Dopamine to Motivation (Kato Morita 2016)
23 Reward modulated STDP (Legenstein et al. 2008)
24 Roles of subthalamic nucleus and DBS in reinforcement conflict-based decision making (Frank 2006)
25 Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
26 Sequential neuromodulation of Hebbian plasticity in reward-based navigation (Brzosko et al 2017)
27 Speed/accuracy trade-off between the habitual and the goal-directed processes (Kermati et al. 2011)
28 Striatal dopamine ramping: an explanation by reinforcement learning with decay (Morita & Kato, 2014)
29 Theta phase precession in a model CA3 place cell (Baker and Olds 2007)