World Model · podcast knowledge graph

#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]

2022-11-20 · 70 min · episode 81 · 26 entities

episode page audio

Asserted relationships

  • → references Artificial General Intelligence person
    0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/Artificial_general_intelligence
  • 0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://amazon.com/Why-Greatness-Cannot-Planned-Objective/dp/3319155237
  • 0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://medium.com/@francois.chollet/the-impossibility-of-intelligence-explosion-5be4a9eda6ec
  • → references I. J. Good person
    0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/I._J._Good
  • → references GöDel Machine person
    0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/G%C3%B6del_machine
  • → discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • → references Rl Hard person
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://alexirpan.com/2018/02/14/rl-hard.html
  • → references DevelopmentalRobotics website
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://cs.swarthmore.edu/~meeden/DevelopmentalRobotics/lehman_ecj11.pdf
  • → references Julian Togelius person
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://engineering.nyu.edu/faculty/julian-togelius
  • → references ~Kstanley website
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://cs.ucf.edu/~kstanley
  • → references nethackchallenge.com website
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://nethackchallenge.com/

Entities found in this episode

persons 10

  • 0.90
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/Artificial_general_intelligence
  • mentioned I. J. Good person
    0.90
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/I._J._Good
  • mentioned GöDel Machine person
    0.90
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/G%C3%B6del_machine
  • 0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/Artificial_general_intelligence
  • references I. J. Good person
    0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/I._J._Good
  • references GöDel Machine person
    0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://en.wikipedia.org/wiki/G%C3%B6del_machine
  • mentioned Rl Hard person
    0.45
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://alexirpan.com/2018/02/14/rl-hard.html
  • mentioned Julian Togelius person
    0.45
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://engineering.nyu.edu/faculty/julian-togelius
  • references Rl Hard person
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://alexirpan.com/2018/02/14/rl-hard.html
  • references Julian Togelius person
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://engineering.nyu.edu/faculty/julian-togelius

websites 8

  • 0.90
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://medium.com/@francois.chollet/the-impossibility-of-intelligence-explosion-5be4a9eda6ec
  • 0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://medium.com/@francois.chollet/the-impossibility-of-intelligence-explosion-5be4a9eda6ec
  • mentioned DevelopmentalRobotics website
    0.45
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://cs.swarthmore.edu/~meeden/DevelopmentalRobotics/lehman_ecj11.pdf
  • mentioned ~Kstanley website
    0.45
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://cs.ucf.edu/~kstanley
  • mentioned nethackchallenge.com website
    0.45
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://nethackchallenge.com/
  • references DevelopmentalRobotics website
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://cs.swarthmore.edu/~meeden/DevelopmentalRobotics/lehman_ecj11.pdf
  • references ~Kstanley website
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://cs.ucf.edu/~kstanley
  • references nethackchallenge.com website
    0.38
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://nethackchallenge.com/

concepts 3

  • mentioned AGI concept
    0.35
    evidence rules-v4
    AGI
  • mentioned JULIAN concept
    0.35
    evidence rules-v4
    JULIAN
  • mentioned KEN concept
    0.35
    evidence rules-v4
    KEN

books 2

  • 0.90
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://amazon.com/Why-Greatness-Cannot-Planned-Objective/dp/3319155237
  • 0.77
    evidence rules-v4
    Link in episode "#81 JULIAN TOGELIUS, Prof. KEN STANLEY - AGI, Games, Diversity & Creativity [UNPLUGGED]": https://amazon.com/Why-Greatness-Cannot-Planned-Objective/dp/3319155237

companys 2

  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology

podcasts 1

Episode description as stored
Support us (and please rate on podcast app) https://www.patreon.com/mlst In this show tonight with Prof. Julian Togelius (NYU) and Prof. Ken Stanley we discuss open-endedness, AGI, game AI and reinforcement learning. [Prof Julian Togelius] https://engineering.nyu.edu/faculty/julian-togelius https://twitter.com/togelius [Prof Ken Stanley] https://www.cs.ucf.edu/~kstanley/ https://twitter.com/kenneth0stanley TOC: [00:00:00] Introduction [00:01:07] AI and computer games [00:12:23] Intelligence [00:21:27] Intelligence Explosion [00:25:37] What should we be aspiring towards? [00:29:14] Should AI contribute to culture? [00:32:12] On creativity and open-endedness [00:36:11] RL overfitting [00:44:02] Diversity preservation [00:51:18] Empiricism vs rationalism , in gradient descent the data pushes you around [00:55:49] Creativity and interestingness (does complexity / information increase) [01:03:20] What does a population give us? [01:05:58] Emergence / generalisation snobbery References; [Hutter/Legg] Universal Intelligence: A Definition of Machine Intelligence https://arxiv.org/abs/0712.3329 https://en.wikipedia.org/wiki/Artificial_general_intelligence https://en.wikipedia.org/wiki/I._J._Good https://en.wikipedia.org/wiki/G%C3%B6del_machine [Chollet] Impossibility of intelligence explosion https://medium.com/@francois.chollet/the-impossibility-of-intelligence-explosion-5be4a9eda6ec [Alex Irpan] - RL is hard https://www.alexirpan.com/2018/02/14/rl-hard.html https://nethackchallenge.com/ Map elites https://arxiv.org/abs/1504.04909 Covariance Matrix Adaptation for the Rapid Illumination of Behavior Space https://arxiv.org/abs/1912.02400 [Stanley] - Why greatness cannot be planned https://www.amazon.com/Why-Greatness-Cannot-Planned-Objective/dp/3319155237 [Lehman/Stanley] Abandoning Objectives: Evolution through the Search for Novelty Alone https://www.cs.swarthmore.edu/~meeden/DevelopmentalRobotics/lehman_ecj11.pdf