Google-DeepMind’s Dreamer is a Reinforcement Learning Agent that can Solve Long-Horizon Tasks
The new agent can learn long-term control tasks purely relying on latent imagination.
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Deep reinforcement leaning(DRL) has been at the center of some of the most important artificial intelligence(AI) breakthroughs of the last decade. Given its dependency on interactions with an environment, DRL is regularly applied to many real world scenarios such as self-driving vehicles that operate in really complex environments. Those requirements are pushing DRL research in a direction of creating agents that can generalize knowledge of their environment without an extensive need of trial and error. DeepMind and Google recently open sourced Dreamer, a…
