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Gym Retro
We’re releasing the full version of Gym Retro, a platform for reinforcement learning research on games. This brings our publicly-released game count from around 70 Atari games and 30 Sega games to over 1,000 games across a variety of backing emulators. We’re also releasing the tool we use to add new games to the platform.
Evolved Policy Gradients
We’re releasing an experimental metalearning approach called Evolved Policy Gradients, a method that evolves the loss function of learning agents, which can enable fast training on novel tasks. Agents trained with EPG can succeed at basic tasks at test time that were outside their training regime, like learning to navigate to an object on a different side of the room from where it was placed during training.
Shaping success - About Amazon
Shaping success About Amazon
Princess Haya inaugurates Amity University Dubai’s new campus - Emirates 24|7
Princess Haya inaugurates Amity University Dubai’s new campus Emirates 24|7
Build your Career at Tesla - Tesla
Build your Career at Tesla Tesla
Learning to model other minds
We’re releasing an algorithm which accounts for the fact that other agents are learning too, and discovers self-interested yet collaborative strategies like tit-for-tat in the iterated prisoner’s dilemma. This algorithm, Learning with Opponent-Learning Awareness (LOLA), is a small step towards agents that model other minds.
Minister of Happiness launches seminars - Emirates 24|7
Minister of Happiness launches seminars Emirates 24|7
Managing Unconscious Bias - meta.com
Managing Unconscious Bias meta.com