World of Bits: An Open-Domain Platform for Web-Based Agents

no code implementations • ICML 2017 • Tianlin Shi, Andrej Karpathy, Linxi Fan, Jonathan Hernandez, Percy Liang

While simulated game environments have greatly accelerated research in reinforcement learning, existing environments lack the open-domain realism of tasks in computer vision or natural language processing, which operate on artifacts created by humans in natural, organic settings.

reinforcement-learning Reinforcement Learning (RL)