Alireza Modirshanechi

Research talks

A taxonomy of surprise definitions

The Active Inference Institute
January 2023

Novelty drives exploration, whereas surprise modulates learning

Bernstein Conference
September 2021

Novelty is not Surprise

EPFL Neuro Symposium
February 2021

Lecture series on Curiosity-driven Exploration

Exploration Bonus in Tabular Reinforcement Learning

Part 1 of a lecture series for the "Artificial Neural Networks and Reinforcement Learning" course at EPFL

Curiosity-driven and Intrinsically Motivated Reinforcement Learning

Part 2 of a lecture series for the "Artificial Neural Networks and Reinforcement Learning" course at EPFL

Noisy-TV Problem and Drawbacks of Curiosity-driven Reinforcement Learning

Part 3 of a lecture series for the "Artificial Neural Networks and Reinforcement Learning" course at EPFL

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