End-to-end Neural Networks
J. M. Bishop, Gabriel Seiberth · 2025
‘End-to-end’ neural networks have demonstrated outstanding success in extracting task-specific features and constructing representations across multiple domains, including natural language processing and gameplay. These models have already achieved superhuman performance in Atari video games and attained grandmaster-level results in complex multiplayer games such as StarCraft and Dota 2 .