作者: Arthritis 時間: 2025-3-21 21:34
Book 2014alized two conflicting conceptions of probability. Beyond the radical followers of the two schools, a circle of pluralist thinkers tends to reconcile the opposing concepts.?The author?uses two theorems in order to prove that the various interpretations of probability do come into opposition and can 作者: 獨(dú)輪車 時間: 2025-3-22 01:27
Book 2014 how?philosophical arguments can only serve to deepen?actual intellectual contrasts. The book can be considered as one of the most important contributions in the analysis of probability interpretation?in the last 10-15 years.作者: FIS 時間: 2025-3-22 08:03
and hindering deployment to high-risk tasks. Causal confusion refers to a phenomenon where an agent learns spurious correlations between features which might not hold across the entire state space, preventing safe deployment to real tasks where such correlations might be broken. In this work, we exa作者: Indicative 時間: 2025-3-22 10:09 作者: 膠狀 時間: 2025-3-22 14:17
Paolo Rocchiety hazards, not necessarily in the next state but in the future. Therefore, it is essential to evaluate each action beforehand to ensure safety. The exploratory actions and the actions proposed by the RL agent could also be unsafe during training and in the deployment phase. In this work, we have p作者: JAMB 時間: 2025-3-22 19:17 作者: LANCE 時間: 2025-3-23 01:16
Paolo Rocchiivities and decisions. Thus, focusing on design and interaction that, in addition to being functional, foster users’ acceptance and trust is increasingly necessary. Human-computer interaction (HCI) and human-robot interaction (HRI) studies focused more and more on the exploitation of communication m作者: antiquated 時間: 2025-3-23 05:19
Paolo Rocchi-communicative and dynamic environment. Profit minimizing reinforcement learning with the oblivion of memory (PMRL-OM) enables agents to learn a co-operative policy using learning dynamics instead of communication information. It enables the agents to adapt to the dynamics of the other agents’ behav作者: Atrium 時間: 2025-3-23 05:41 作者: Laconic 時間: 2025-3-23 12:27 作者: daredevil 時間: 2025-3-23 16:43
Paolo Rocchih has to provide fidelity towards the actual behaviour of the AI system. An explanation that has poor fidelity towards the AI system’s actual behaviour can not be trusted no matter how convincing the explanations appear to be for the users. The Contextual Importance and Utility (CIU) method differs 作者: GUILE 時間: 2025-3-23 19:23 作者: 放逐 時間: 2025-3-23 23:57 作者: 滲透 時間: 2025-3-24 06:18
Paolo Rocchixplanation directly from an intelligent agent. We propose Conversational Interfaces (CIs) to be the perfect setting, since they are intuitive for humans and computationally processible. While there are many approaches addressing technical and agent related issues of this human-agent communication pr作者: diathermy 時間: 2025-3-24 09:09 作者: Polydipsia 時間: 2025-3-24 11:45 作者: travail 時間: 2025-3-24 18:29
Interpretations of Probabilityg profits; politicians try to see the orientation of compatriots; sick persons want information about the possibility of them healing from a disease; engineers figure out the state of a construction. Probability is used in analyzing genetics, weather prediction, and a myriad of other everyday events作者: hazard 時間: 2025-3-24 22:05
Some Remarks on the Argument of Probabilityommented on. The previous pages try to show how the difficulties of a working statistician have a tendency to vanish when he rejects the philosophical theories and confront the issues through the analytical approach.作者: 思想 時間: 2025-3-24 23:58 作者: 我正派 時間: 2025-3-25 07:01
Paolo RocchiSuggests new ideas to address the interpretation of probability.Original approach and new perspectives.Clarifies the multi fold nature of probability by means of a purely mathematical approach.Include作者: 對手 時間: 2025-3-25 10:49
http://image.papertrans.cn/j/image/500448.jpg作者: Juvenile 時間: 2025-3-25 12:47
A Mathematical Approach to the Interpretation ProblemExperts apply classical statistics and Bayesian statistics in a myriad of situations and this apparent, global fact inspired some thoughts in me which I summarize as follows.作者: enhance 時間: 2025-3-25 18:48
Probability ValidationThe theorem of large numbers and the theorem of a single number that illustrate the possibility of determining the presence of probability in the physical reality are worthy of further examination.作者: 袋鼠 時間: 2025-3-25 22:52
About the Compatibility of the Diverging InterpretationsAfter having analyzed the different nature of .(. .) and .(. .) we are ready to discuss the relationships extant between these parameters.作者: sigmoid-colon 時間: 2025-3-26 03:35
Criticism on the Philosophical PollutionSince the beginning of my inquiries, Popper’s lesson fascinated me and I wondered why the propensity theory still raises debates and issues. I asked myself why Popper—in substance—missed his target in the probability theory whereas this giant of human thought achieved extraordinary results in other fields of research.作者: excursion 時間: 2025-3-26 05:21 作者: Delectable 時間: 2025-3-26 10:59
Some Topics on Probability and Structural ModelsIt may be that the preceding chapter provides a misleading vision of the structural analysis to the reader. The simple examples just presented could suggest the idea that an expert is capable of detecting all the elements of a physical event at ease; instead, the contrary is true.作者: kyphoplasty 時間: 2025-3-26 16:13
Exploring into the Essence of EventsWe have examined how the precise argument (., ., ., .,?.) provides the result of the following function.作者: CULP 時間: 2025-3-26 20:10 作者: 返老還童 時間: 2025-3-26 22:36
Some Remarks on the Argument of Probabilityommented on. The previous pages try to show how the difficulties of a working statistician have a tendency to vanish when he rejects the philosophical theories and confront the issues through the analytical approach.作者: 組裝 時間: 2025-3-27 03:35
https://doi.org/10.1007/978-3-319-04861-1frequentist theory; probability interpretation; subjective theory作者: conception 時間: 2025-3-27 07:45 作者: 不公開 時間: 2025-3-27 10:47
al confusion. We propose ReCCoVER, an algorithm which detects causal confusion in an agent’s reasoning before deployment, by executing its policy in alternative environments where certain correlations between features do not hold. We demonstrate our approach in the taxi and grid world environments, 作者: 字謎游戲 時間: 2025-3-27 15:59 作者: 宇宙你 時間: 2025-3-27 17:56 作者: 芳香一點(diǎn) 時間: 2025-3-28 01:13 作者: 啟發(fā) 時間: 2025-3-28 05:18 作者: 追蹤 時間: 2025-3-28 09:17
Paolo Rocchintributing segments for a prediction. Results are compared with two explanation methods, namely mask perturbation and LIME. The results for the MNIST hand-written digit dataset produced by the three methods show that CI provides better visual explainability.作者: Pituitary-Gland 時間: 2025-3-28 14:28
neural activity (frequency features). In particular, this paper . classifies . vs. . replicating the LR classification of prior studies, extending the analysis by . interpreting the coefficient weights relating to all features with a focus on N2PC features, and . retrains an LR classifier with the 作者: 畫布 時間: 2025-3-28 17:10
Paolo Rocchiues. We argue that LIME and Shapley values actually estimate ‘influence’ (rather than ‘importance’), which combines importance and utility. The paper compares the three methods in terms of validity of their ground truth assumption and fidelity towards the underlying model through a series of benchma作者: 失望未來 時間: 2025-3-28 22:44
