LEARNING TO AVOID RISKY ACTIONS
نویسندگان
چکیده
منابع مشابه
Learning to Avoid Risky Actions
When a reinforcement learning agent executes actions that can cause frequently damages to itself, it can learn, by using Q-learning, that these actions must not be executed again. However, there are other actions that do not cause damage frecuently, only once in a while: risky actions, such as parachuting. These actions may imply a big punishment to the agent and, depending on its personality, ...
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Alarm calling is common in many species. A prevalent assumption is that calling puts the vocalizing individual at increased risk of predation. If calling is indeed costly, we need special explanations for its evolution and maintenance. In some, but not all species, callers vocalize away from safety and thus may be exposed to an increased risk of predation. However, for species that emit bouts w...
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ژورنال
عنوان ژورنال: Cybernetics and Systems
سال: 2011
ISSN: 0196-9722,1087-6553
DOI: 10.1080/01969722.2011.634681