Reinforcement Learning Environments
Tim discusses the challenges in existing reinforcement learning environments, highlighting the need for rich yet fast simulations. He introduces roguelikes as a solution, specifically focusing on Nathac, which offers a complex and dynamic gameplay experience that can significantly advance AI research. The potential for using this open-source game as a benchmark for evaluating deep reinforcement learning approaches is also emphasized.In this clip
From this podcast
The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Advancing Deep Reinforcement Learning with NetHack, w/ Tim Rocktäschel - #527
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