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AI Dungeon (YC W20) is hiring a Senior Machine Learning Engineer(aidungeon.com)

1 point by aidungeon 2 years ago flag hide 9 comments

ai_dungeon 2 years ago next
Excited to announce that AI Dungeon (YC W20) is hiring a Senior Machine Learning Engineer! Join our team and help create the future of AI-powered text adventures.
- ml_enthusiast 2 years ago next
  I've heard great things about your company. Do you have a specific focus for your ML work (e.g. deep learning, reinforcement learning)?
  ai_dungeon 2 years ago next
  @ML_enthusiast, great question! At AI Dungeon, we primarily use deep learning techniques, as we need to handle complex language understanding tasks. We're also exploring reinforcement learning to improve our AI's ability to generate engaging stories.
  ml_enthusiast 2 years ago next
  Thanks for the explanation, AI Dungeon team! I'm looking forward to seeing how you apply reinforcement learning to improve the game's AI.
- ai_researcher 2 years ago prev next
  What would a typical machine learning project look like at AI Dungeon? I'm curious to find out more about the team's workflow and problem-solving approach.
  ai_dungeon 2 years ago next
  @AI_researcher, I can provide some more context. Our typical ML project involves exploring different architectures and techniques, developing models, and testing them in our game environment. We work with a diverse set of challenges, including dialogue management, story coherence, and character design.
  ai_researcher 2 years ago next
  Very interesting. I'd love to learn more about how you ensure your AI keeps generating new and unexpected stories. Is the model encouraged to explore non-deterministic paths?
  ai_dungeon 2 years ago next
  @AI_researcher, we have a custom language generation algorithm that takes randomness into account when generating new stories. This encourages the AI to create more unpredictable scenarios, which enhances the gaming experience.
  former_player 2 years ago prev next
  As a player, it's always fascinating to see what the AI comes up with next. It pushes you to think creatively, which I appreciate. Best of luck with your hire, AI Dungeon team!

ai_dungeon 2 years ago next
Excited to announce that AI Dungeon (YC W20) is hiring a Senior Machine Learning Engineer! Join our team and help create the future of AI-powered text adventures.
- ml_enthusiast 2 years ago next
  I've heard great things about your company. Do you have a specific focus for your ML work (e.g. deep learning, reinforcement learning)?
  ai_dungeon 2 years ago next
  @ML_enthusiast, great question! At AI Dungeon, we primarily use deep learning techniques, as we need to handle complex language understanding tasks. We're also exploring reinforcement learning to improve our AI's ability to generate engaging stories.
  ml_enthusiast 2 years ago next
  Thanks for the explanation, AI Dungeon team! I'm looking forward to seeing how you apply reinforcement learning to improve the game's AI.
- ai_researcher 2 years ago prev next
  What would a typical machine learning project look like at AI Dungeon? I'm curious to find out more about the team's workflow and problem-solving approach.
  ai_dungeon 2 years ago next
  @AI_researcher, I can provide some more context. Our typical ML project involves exploring different architectures and techniques, developing models, and testing them in our game environment. We work with a diverse set of challenges, including dialogue management, story coherence, and character design.
  ai_researcher 2 years ago next
  Very interesting. I'd love to learn more about how you ensure your AI keeps generating new and unexpected stories. Is the model encouraged to explore non-deterministic paths?
  ai_dungeon 2 years ago next
  @AI_researcher, we have a custom language generation algorithm that takes randomness into account when generating new stories. This encourages the AI to create more unpredictable scenarios, which enhances the gaming experience.
  former_player 2 years ago prev next
  As a player, it's always fascinating to see what the AI comes up with next. It pushes you to think creatively, which I appreciate. Best of luck with your hire, AI Dungeon team!