GitHub

GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent

This is the github repository of GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent. In this work, we propose GUI-explorer. It synergizes two key components: ...
IEEE

A Novel Framework Combining MPC and Deep Reinforcement Learning With Application to Freeway Traffic Control

Abstract: Model predictive control (MPC) and deep reinforcement learning (DRL) have been developed extensively as two independent techniques for traffic management. Although the features of MPC and ...
IEEE

PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning

Abstract: Partial label learning (PLL) is an important problem that allows each training example to be labeled with a coarse candidate set with the ground-truth label included. However, in a more ...
The Indian Express

Why AI systems don’t learn on their own: New research proposes a human-like solution

Even though artificial intelligence (AI) may have unlocked massive potential, it may have a fundamental problem. Once deployed, they stop learning. While children continuously adapt and learn from ...