Lecture
Surprise, Curiosity and Reward: An Evolutionary Perspective
Related lectures (212)
Behavioural Control in Animals and Robots
Explores controlling behavior in animals and robots, covering historical perspectives, neuron activation, Drosophila model, advanced techniques, and mini-project organization.
Financial Time Series Analysis
Covers stylized facts of asset returns, summary statistics, testing for normality, Q-Q plots, and efficient market hypothesis.
Local Learning Rules: Representations and Actions
Explores local learning rules for representations and actions, covering synaptic plasticity, reinforcement learning, and good representations.
Interspike Intervals & Renewal ProcessesMOOC: Neuronal Dynamics - Computational Neuroscience of Single Neurons
Explores interspike intervals, renewal processes, and escape noise experiments in neuronal dynamics.
Dynamical modeling, decoding, and control of multiscale brain network activity
Explores dynamical modeling, decoding, and control of brain network activity for personalized therapy.
Reinforcement Learning: Basics and Applications
Covers the basics of reinforcement learning, including Markov Decision Processes and policy gradient methods, and explores real-world applications and recent advances.
Reinforcement Learning: Basics and Applications
Covers the basics of reinforcement learning, including trial-and-error learning, Q-learning, deep RL, and applications in gaming and planning.
Learning to Find a Goal
Delves into a biologically inspired version of Reinforcement Learning, focusing on maze navigation and the implementation of spiking neurons.
Neuronal Dynamics: Decisions and SimulationsMOOC: Neuronal Dynamics 2- Computational Neuroscience: Neuronal Dynamics of Cognition
Explores neuronal dynamics in decision making through simulations and experiments on populations of neurons.
Parkinson's Disease: Basal Ganglia Circuitry
Explores the basal ganglia circuitry in Parkinson's disease, covering structure, function, dopamine role, pathology, and treatments.