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- 23:44, 20 January 2020 diff hist 0 m Welcome to the Robustly Beneficial Wiki Lê Nguyên Hoang moved page Main Page to Welcome to the Robustly Beneficial Wiki
- 23:44, 20 January 2020 diff hist +53 N Main Page Lê Nguyên Hoang moved page Main Page to Welcome to the Robustly Beneficial Wiki current Tag: New redirect
- 23:34, 20 January 2020 diff hist +159 N Second opinion querying Created page with "Second opinion querying is when an algorithm knows when it is too uncertain, and needs the help of a second opinion, from a more powerful algorithm or a human." current
- 23:33, 20 January 2020 diff hist +136 N Reward hacking Created page with "Reward hacking occurs when an algorithm achieves its goal in an unexpected (and often undesired) manner. == Examples == List examples." current
- 23:32, 20 January 2020 diff hist +12,978 N Social choice Created page with "Social choice is the study of how to elicit, aggregate and explain human preferences for collective decision-making. This is critical to AI ethics, as we will need to decide c..."
- 23:32, 20 January 2020 diff hist +7,940 N Volition Created page with "Volition refers to what we would prefer to prefer, as opposed to our direct preferences that refer to what we prefer. It has been argued [https://intelligence.org/files/CEV.pd..." current
- 23:32, 20 January 2020 diff hist +1,798 N Alignment Created page with "Alignment is the problem of designing the goal of a maximization algorithm, so that the goal reflects what we really want to optimize. It has been argued that the aggregatio..." current
- 23:32, 20 January 2020 diff hist +5,295 N ABCDE roadmap Created page with "The ABCDE roadmap refers to a decomposition proposed by [http://ceur-ws.org/Vol-2301/paper_1.pdf Hoang][https://dblp.org/rec/bibtex/conf/aaai/Hoang19 19a] to better highlight..."
- 23:32, 20 January 2020 diff hist +6,985 N Newcomb's paradox Created page with "Newcomb's paradox is a fundamental problem in decision theory with no consensus [http://faculty.arts.ubc.ca/rjohns/nozick_newcomb.pdf Nozick][https://scholar.google.ch/scholar..."
- 23:31, 20 January 2020 diff hist +1,852 N Backfire effect Created page with "Backfire effect occurs when a treament idea is actually counterproductive. This is particularly likely in complex environments that we misunderstand. It is a dangerous pitfall..." current
- 23:31, 20 January 2020 diff hist +6,077 N Interpretability Created page with "As algorithms become more influential and complex, their interpretability becomes a major challenge. Unfortunately, it is not always clear what is meant by "interpretability"...."
- 23:31, 20 January 2020 diff hist +7,908 N Robust statistics Created page with "Robust statistics is the problem of estimating parameters from unreliable empirical data. Typically, suppose that a fraction of the training dataset is compromised. Can we des..."
- 23:31, 20 January 2020 diff hist +10,331 N Overfitting Created page with "Overfitting occurs where fitting training data too closely is counter-productive to out-of-sample predictions. == Bias-variance tradeoff == [http://web.mit.edu/6.435/www/Gem..."
- 23:31, 20 January 2020 diff hist +226 N Goodhart's law Created page with "Goodhart's law asserts that "as soon as a measure becomes a target, it ceases to be a good measure". Introduced in == Examples == Addiction. Mute news. Infobesity. Anger...."
- 23:30, 20 January 2020 diff hist +600 N Human brain computations Created page with "To estimate the capabilities of algorithms, it was worth comparing computational properties of machines to the human brains'. == Throughput == Most of the human brain's inpu..."
- 23:30, 20 January 2020 diff hist +1,158 N Church-Turing thesis Created page with "The Church-Turing thesis claims that the universal Turing machine is the most general form of computation. == The different versions of the thesis == There are several sligh..."
- 23:29, 20 January 2020 diff hist +6,386 N Bayesianism Created page with "Bayesianism is an epistemology that consists of relying solely on the laws of probability to reason and to make predictions. It is discussed at length in [https://www.amazon.f..."
- 23:27, 20 January 2020 diff hist +2,305 N Linear systems Created page with "This page is about solutions to linear systems Ax=b. We call d the dimension of x. == Applications == Least square regression. PageRank. == Complexity == The complexity of..."
- 23:27, 20 January 2020 diff hist +17,238 N Turing 1950 Created page with "In 1950, Turing published <em>Computing Machinery and Intelligence</em> [https://academic.oup.com/mind/article/LIX/236/433/986238 Turing][https://scholar.google.ch/scholar?hl=..."
- 23:27, 20 January 2020 diff hist +961 N Machine learning Created page with "Machine learning is the idea of letting algorithms write (or update) their own codes. It is at the heart of recent breakthroughs in computer science, especially in image analy..."
