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Structure-Induced Information for Rerooting Levin Tree Search
Announce Type: new Abstract: Subgoal-based policy tree search, which uses a policy to guide search, is effective for complex single-agent deterministic problems but often relies on explicit subgoal generation that can incur substantial overhead and hinders scalability. In this paper, we overcome these limitations by using a learned ``rerooter'' through the recently-introduced $\sqrt{\text{LTS}}$ algorithm. A rerooter implicitly decomposes the problem into soft subtasks.
America’s 250th birthday celebration is replacing history with toxic myth | Judith Levine
This year’s events will be a mélange of Trumpian egotism, Maga populism and Christian nationalismMusicians who dropped out of the Great American State Fair said they were tricked. “I HAVE INFORMED MY AGENTS THAT I WILL NOT BE PERFORMING AT THE FREEDOM 250 EVENT,” wrote the rapper Young MC on Facebook of the first major celebration of the US’s 250th birthday. “The artists were never told about any political involvement with the event.
House committee refers duo for criminal prosecution after hearing from Epstein survivors
House committee refers duo for criminal prosecution after hearing from Epstein survivors Former Miami Beach Mayor Philip Levine and hairstylist Frédéric Fekkai are among the first names to emerge from the investigation - Bookmark Members of a Republican-led House committee investigating Jeffrey Epstein have referred two men to the Department of Justice for criminal prosecution after a survivor’s sexual assault allegations. Former Miami Beach Mayor Philip Levine and hairstylist Frédéric...
House committee calls on DOJ to investigate two men with ties to Jeffrey Epstein
The House Oversight Committee said Thursday it was asking the Justice Department to investigate sexual misconduct allegations made by Jeffrey Epstein’s former assistant, Sarah Kellen, against two of his associates. Kellen was interviewed behind closed doors on May 21 by the committee as part of its investigation into Epstein. “During the transcribed interview, the Committee received testimony about alleged instances of criminal misconduct committed by Philip Levine, the former Mayor of Miami...
Commentary: How much AI Is too much for stock investors?
Commentary: How much AI Is too much for stock investors? While it’s tempting to keep riding the wave, investors would be wise to diversify their portfolios, says Jonathan Levin for Bloomberg Opinion. The latest earnings season is drawing to a close, and it’s revealed how the artificial intelligence boom is engulfing more and more of the S&P 500 Index.
A Brit, a billionaire and Spencer Pratt: California’s primary upsets | Politics Weekly America
In what has become one of the most chaotic primaries in recent years, elections in California are delivering a string of upsets. Elsewhere, establishment Democrats performed well and a Trump pick failed to make the cut. Jonathan Freedland speaks to the Guardian’s Sam Levin about the big takeaways from the single busiest primary day of the year so far Continue reading...
Eight metabolic niches reveal how ocean microbes recycle carbon worldwide
Eight metabolic niches reveal how ocean microbes recycle carbon worldwide Stephanie Baum Scientific Editor Robert Egan Associate Editor The ocean is full of invisible workers. Trillions of microbes quietly break down carbon-containing organic matter, which helps to regulate Earth's climate. But scientists have long struggled to understand how different microbes contribute to the process.
Trump Accounts don't 'rule' child investments, advisor says: How your options compare
Starting on July 4, Trump Accounts will offer parents a new option to save and invest for their children's future. It joins the ranks of other types of investment accounts you can already open on behalf of a minor. Rather than consider a Trump Account, also known as a 530A account, as the "one kids' account to rule them all," they are "a tool in the savings toolbox with a specific purpose," said Ben Henry-Moreland, a certified financial planner with advisor platform Kitces.com.
One of Denmark's biggest pension fund blacklists IPO of Elon Musk's Spacex
A prominent Danish pension fund that previously made waves by dumping US Treasuries has reportedly announced that it will boycott the upcoming Initial Public Offering (IPO) of SpaceX, citing severe overvaluation and a deeply flawed corporate governance model. According to a report by Bloomberg, AkademikerPension, which manages $25 billion in assets, has blacklisted the aerospace giant despite its massive target valuation of at least $1.8 trillion. Anders Schelde, the fund’s chief investment...