Learning without gradient descent encoded by the dynamics of a neurobiological model.
Vivek Kurien GeorgeVikash MorarWeiwei YangJonathan LarsonBryan TowerShweti MahajanArkin GuptaChristopher M. WhiteGabriel A. SilvaPublished in: CoRR (2021)
Keyphrases
- probabilistic model
- learning systems
- reinforcement learning
- cost function
- learning algorithm
- mathematical model
- management system
- prior knowledge
- learning process
- formal model
- objective function
- supervised learning
- knowledge acquisition
- computational model
- statistical model
- learning tasks
- simulation model
- decision theoretic
- minority game
- experimental data
- probability distribution
- high level
- decision trees
- knowledge base