Google Debuts Deep Planning Network Agent with DeepMind

Google unveiled the Deep Planning Network (PlaNet) agent, created in collaboration with DeepMind, to provide reinforcement learning via images. Reinforcement learning uses rewards to improve AI agents’ decision-making. Whereas model-free techniques work by getting agents to predict actions from observations, agents created with model-based reinforcement learning come up with a general model of the environment leveraged for decision-making. In unfamiliar surroundings, however, agents must create rules from experience. Continue reading Google Debuts Deep Planning Network Agent with DeepMind

Amazon Loses Senior Editor as Publishing Struggles Continue

Novelist Ed Park, a senior editor at Amazon’s publishing office, has decided to leave the company and move to Penguin Press as an executive editor. The shift highlights Amazon’s battle with its image as competition grows within the publishing ecosystem. Amazon faces obstacles as bookstores refuse to carry books published by Amazon, and authors and agents are therefore disinclined to join. However, Park explained that such conflict was not the main reason for his departure. Continue reading Amazon Loses Senior Editor as Publishing Struggles Continue

YouTube Stars Hire Agents, Managers in Traditional Media Push

More than 20 talent agencies and management companies are vying to represent some of YouTube’s biggest celebrities with the promise of growing these stars’ online audience and traditional media presence. Agents often negotiate endorsement deals, acting gigs, music deals and book deals. They can also help the young-adult and teenage stars navigate licensing contracts. YouTube stars have started attracting traditional media companies, and now traditional management companies. Continue reading YouTube Stars Hire Agents, Managers in Traditional Media Push