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Potential-Based Reward Shaping For Intrinsic Motivation
Recently there has been a proliferation of intrinsic motivation (IM) reward-shaping methods to learn in complex and sparse-reward environments.
Modeling Risk in Reinforcement Learning: A Literature Mapping
Our literature mapping covers literature from the last 5 years (2017-2022), from a variety of knowledge areas (AI, finance, engineering, medicine) where RL approaches emphasize risk representation and management.
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