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Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents Zihao Wang

Neural Information Processing Systems

These additional behavior tokens will be augmented to the vocabulary of pretrained Multimodal Language Models. With this encoder, we then pack long-term multimodal interactions involving task instructions, memories, thoughts, observations, textual responses, behavior trajectories, etc .






Can an AI play Minecraft as well as humans?

#artificialintelligence

Minecraft is a 3D sandbox game developed by Mojang Studios where players interact with a fully modifiable three-dimensional environment made of blocks and entities. It's diverse gameplay lets players choose the way they play, allowing for countless possibilities. OpenAI, the artificial intelligence research organization founded by Elon Musk, has trained an AI to play Minecraft almost as well as humans. It only took about 70,000 hours of binging YouTube videos. The internet contains an enormous amount of publicly available videos that we can learn from. However, these videos only provide a record of what happened but not precisely how it was achieved, i.e. you will not know the exact sequence of mouse movements and keys pressed.