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Found 5 papers, 3 papers with code
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations
Humans can classify an unseen category by reasoning on its language explanations.
Learning Homophilic Incentives in Sequential Social Dilemmas
Promoting cooperation among self-interested agents is a long-standing and interdisciplinary problem, but receives less attention in multi-agent reinforcement learning (MARL).
Learning Shared Semantic Space for Speech-to-Text Translation
By projecting audio and text features to a common semantic representation, Chimera unifies MT and ST tasks and boosts the performance on ST benchmarks, MuST-C and Augmented Librispeech, to a new state-of-the-art.
Birds of a Feather Flock Together: A Close Look at Cooperation Emergence via Multi-Agent RL
We propose a novel learning framework to encourage homophilic incentives and show that it achieves stable cooperation in both SSDs of public goods and tragedy of the commons.
Visual Concept-Metaconcept Learning
Humans reason with concepts and metaconcepts: we recognize red and green from visual input; we also understand that they describe the same property of objects (i. e., the color).
