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Found 5 papers, 3 papers with code
Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration
We argue that the ability to imagine out-of-distribution goals is key to enable creative discoveries and open-ended learning.
Language-Goal Imagination to Foster Creative Exploration in Deep RL
We introduce the Playground environment and study how this form of goal imagination improves generalization and exploration over agents lacking this capacity.
Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration
We argue that the ability to imagine out-of-distribution goals is key to enable creative discoveries and open-ended learning.
User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant
To provide such functionalities, NL interpretation in traditional assistants should be improved: (1) The intent identification system should be able to recognize new forms of known intents, and to acquire new intents as they are expressed by the user.
Language Grounding through Social Interactions and Curiosity-Driven Multi-Goal Learning
We propose LE2 (Language Enhanced Exploration), a learning algorithm leveraging intrinsic motivations and natural language (NL) interactions with a descriptive social partner (SP).
