Why Self-Improving AI Is the Next Big Shift in Software Development

AutoResearch is an AI method that improves algorithms through self-run trials, including a chess engine jump from 750 to 2600 ...
IEEE

Multi-Agent Generative Adversarial Interactive Self-Imitation Learning for AUV Formation Control and Obstacle Avoidance

Abstract: Multiple autonomous underwater vehicles (multi-AUVs) can cooperatively accomplish tasks that a single AUV cannot complete. Recently, multi-agent reinforcement learning has been introduced to ...
Frontiers

Semi-Supervised Learning with Foundation Models for Biomedical Data Analysis: Multimodality, Generative AI, and Clinical Adaptation

Biomedical data analysis has evolved rapidly from convolutional neural network-based systems toward transformer architectures and large-scale foundation ...
IEEE

Learning Textual Prompts for Open-World Semi-Supervised Learning

Abstract: Traditional semi-supervised learning achieves significant success in closed-world scenarios. To better align with the openness of the real world, researchers propose open-world ...