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A focused stream of recent stories from the sources curated for this community. Latest: Learning from human preferences, Learning to cooperate, compete, and communicate, and Unsupervised sentiment neuron. Page 64.
OpenAI AI Coding Filter
One step towards building safe AI systems is to remove the need for humans to write goal functions, since using a simple proxy for a complex goal, or getting the complex goal a bit wrong, can lead to undesirable and even dangerous behavior. In collaboration...
OpenAI AI Coding Filter
Multiagent environments where agents compete for resources are stepping stones on the path to AGI. Multiagent environments have two useful properties: first, there is a natural curriculum—the difficulty of the environment is determined by the skill of your...
OpenAI AI Coding Filter
We’ve developed an unsupervised system which learns an excellent representation of sentiment, despite being trained only to predict the next character in the text of Amazon reviews.
OpenAI AI Coding Filter
By capturing statistical patterns in large corpora, machine learning has enabled significant advances in natural language processing, including in machine translation, question answering, and sentiment analysis. However, for agents to intelligently interact...