technique

Cross-Domain Transfer

techniqueactivecross-domain-transfer-0b05dcc0·1 events·first seen 28d ago

Aliases: Cross-Domain Transfer

Co-occurring entities

Energy-Based Models few-shot learning OpenAI

More like this (12)

hyperparameter transfer sim-to-real transfer collaborative distributed training distributed training Federated Learning Multi-Task Learning Contrastive Pre-training cross-attention adapter contrastive learning Imitation Learning Temporal Difference Learning meta-learning

Recent events (1)

4Openai Blog·28d ago·source ↗

Learning Concepts with Energy Functions

OpenAI presents an energy-based model capable of learning abstract spatial concepts—such as 'near,' 'above,' and 'between'—from only five demonstrations using sets of 2D points. The model generalizes across domains, transferring concepts learned in a 2D particle environment to control tasks in a 3D physics-based robot simulation. The work demonstrates few-shot concept acquisition and cross-domain transfer via energy function representations.

Agent and Tool Ecosystem Energy-Based Models few-shot learning OpenAI +1 more