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Genie: Generative Interactive Environments with Ashley Edwards - #696

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

CHAPTER

Challenges in Generative Interactive Environments

This chapter explores the complexities of reproducibility in generative interactive environments, particularly within the context of reinforcement learning using CoinRun. It addresses the feasibility of implementing these environments on mid-range TPU hardware, as well as the challenges of maintaining playability and managing randomness in video generation. Additionally, the discussion highlights the evolving dynamics of action semantics and the interplay between latent action models and dynamics models in improving model performance.

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