Jeff Clune
@jeffclune

Associate Professor, CS, U. British Columbia. Research Team Leader, OpenAI. ML, AI, deep RL, deep learning, AI-Generating Algorithms (AIGAs) More: https://t.co/R4A5bg2MVu




Jeff Clune    @jeffclune
Very interesting new work on open-endedness and AI-Generating Algorithms from @maxjaderberg et al. @DeepMind, with special emphasis on Pillar 3 (automatically generating environments, like in POET). Congrats. I look forward to reading it in detail!

Jeff Clune    @jeffclune
Love this idea. From the paper "Decision Transformer can serve as a powerful “memorization engine” and in conjunction with powerful exploration algorithms like Go-Explore [28], has the potential to simultaneously model and generative a diverse set of behaviors."
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Jeff Clune    @jeffclune
I like this lay description of AI-GAs and the Three Pillars:"The long-term vision is to take all these techniques—and others not yet invented—and hand them over to an AI trainer that controls how artificial brains are wired, how they are trained, and what they are trained on."

Jeff Clune    @jeffclune
Great article about AI-generating Algorithms ("getting AI to make itself"), including POET, GTNs, & ANML Also includes work & quotes from @ruiwang2uiuc (POET), Esteban Real (AutoML), & @janexwang (LRL), plus great work by @OpenAI Thanks for the fun interview & article @strwbilly!
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Jeff Clune

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