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Fear Conditioning in Reinforcement Learning by boonchoothamrong is a document available to read on EtoBox.

What is Fear Conditioning in Reinforcement Learning about?

This document presents a novel intrinsic reward function for reinforcement learning agents, inspired by biological fear conditioning, to avoid terminal states like death without requiring direct experience. The authors introduce a memory-augmented neural network architecture that mimics social learning processes, enabling agents to learn from sequences of states and develop avoidance behaviors. The proposed method is validated in the Miniworld Sidewalk environment, demonstrating its effectiveness in navigat

Author

boonchoothamrong

Language

EN