Open-Ended Learning Leads to Generally Capable Agents - deepmind.com  ## Metadata - Author: **deepmind.com** - Full Title: Open-Ended Learning Leads to Generally Capable Agents - Category: #articles - Tags: #ai - URL: https://www.deepmind.com/publications/open-ended-learning-leads-to-generally-capable-agents ## Highlights - We show that through constructing an open-ended learning process, which dynamically changes the training task distributions and training objectives such that the agent never stops learning, we achieve consistent learning of new behaviours. The resulting agent is able to score reward in every one of our humanly solvable evaluation levels, with behaviour generalising to many held-out points in the universe of tasks