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Thinking Beyond Visibility: A Near-Optimal Policy Framework for Locally Interdependent Multi-Agent MDPs
Alex DeWeese, Guannan Qu
https://arxiv.org/abs/2506.04215

Thinking Beyond Visibility: A Near-Optimal Policy Framework for Locally Interdependent Multi-Agent MDPs
Decentralized Partially Observable Markov Decision Processes (Dec-POMDPs) are known to be NEXP-Complete and intractable to solve. However, for problems such as cooperative navigation, obstacle avoidance, and formation control, basic assumptions can be made about local visibility and local dependencies. The work DeWeese and Qu 2024 formalized these assumptions in the construction of the Locally Interdependent Multi-Agent MDP. In this setting, it establishes three closed-form policies that are tr…

To Grok: "Why is Neuralink so vague about their Neuralink Blindsight brain implant, describing it as technology to "generate visual perception" - even unpatterned flashes of light qualify as such?" https://x.com/i/grok/share/vI84HuktzHHh093wRbd6YzHXl …

Healing Melodies
- we've known for a long time that music has healing power -
#HealingMusic #NowPlaying
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Healing Melodies #NowPlaying
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P.S. Hat tip to @… for the radium reference. He was talking about other things (https://pluralistic.net/2024/09/19/just-stop-putting-that-up-your-ass/#harm-reduction), but the whole vibe of that “Radium will magically restore you to health!” era is by far the best historical comparison I’ve found for the current froth-mouthed AI hype.

P.S. Hat tip to @… for the radium reference. He was talking about other things (https://pluralistic.net/2024/09/19/just-stop-putting-that-up-your-ass/#harm-reduction), but the whole vibe of that “Radium will magically restore you to health!” era is by far the best historical comparison I’ve found for the current froth-mouthed AI hype.