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Explore the journey towards Artificial General Intelligence in this thought-provoking conference talk from GOTO Copenhagen 2018. Delve into the role of intelligence in biological evolution and learning, and discover why game engines serve as ideal virtual biodomes for AI evolution. Examine how the scale and speed of simulations are revolutionizing AI development, with insights from Danny Lange, VP of AI and ML at Unity Technologies. Learn about innovative concepts such as reinforcement learning, curriculum learning, and the integration of curiosity in AI systems. Gain a deeper understanding of ML training environments, cooperative rewards, and the limits of standard reinforcement learning. Investigate the potential of Long Short-Term Memory (LSTM) and the balance between extrinsic and intrinsic rewards in AI development. Uncover the challenges and opportunities on the path to creating more advanced, generalized artificial intelligence systems.
