List of Models [WBA Wiki(en)]

list_of_models

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Legend

Author's name(s)(* if done around WBAI): model name with a link (year), implementation link, BRA

Bogacz, R. et al.: The Basal Ganglia and Cortex Implement Optimal Decision Making Between Alternative Actions (2007),,
Dunovan, K. et al.: Believer-Skeptic Meets Actor-Critic: Rethinking the Role of Basal Ganglia Pathways during Decision-Making and Reinforcement Learning (2016),,
Arakawa*: A Minimal Cortex-Basal Ganglia Architecture (2021), GitHub,

Working Memory

O'Reilly & Frank: Prefrontal cortex basal ganglia working memory (PBWM) (2006),,

Location coding

Taniguchi et al*: Hippocampal formation-inspired probabilistic generative model (2021),, HPF.bra

Replay

Episodic Memory

Sun et al.: Generalization-optimized complementary learning systems (Go-CLS) (2021),,
Kowadlo et al.*: Artificial Hippocampal Algorithm (AHA) (2019),,

Gordon et al.*: Boosted Recurrent Sparse Memory (bRSM) (2019),GitHub,

list_of_models.1639190570.txt.gz
Last modified: 2021/12/11 11:42
by n.arakawa