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Reinforcement learning

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A neural network made with neural architecture search

Neural Architecture Search

Searching for the right neural network.

Notes

Reinforcement learning with human feedback

Gato

Trajectory transformer

Decision transformer

Time to threshold

Intrinsic motivation

Quality diversity

Notes on: Curiosity-Driven Exploration by Self-Supervised Prediction by Pathak, D., Agrawal, P., Efros, A. A., & Darrell, T. (2017)

Notes on: PCGRL: Procedural Content Generation via Reinforcement Learning by Khalifa, A., Bontrager, P., Earle, S., & Togelius, J. (2020)

Notes on: Regenerating Soft Robots through Neural Cellular Automata by Horibe, K., Walker, K., & Risi, S. (2021)

MAP-Elites

Projects

An example of adversarial attack in computer vision

Adversarial examples in reinforcement learning

A small review of existing adversarial methods in RL.