Artificial Intelligence: A Modern Approach

Published on Jan 1, 2020
Stuart Russell73
Estimated H-index: 73
(University of California, Berkeley),
Peter Norvig22
Estimated H-index: 22
(SC: University of Southern California)
Sources
Abstract
The long-anticipated revision of this #1 selling book offers the most comprehensive, state of the art introduction to the theory and practice of artificial intelligence for modern applications. Intelligent Agents. Solving Problems by Searching. Informed Search Methods. Game Playing. Agents that Reason Logically. First-order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems. Practical Planning. Planning and Acting. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions. Learning from Observations. Learning with Neural Networks. Reinforcement Learning. Knowledge in Learning. Agents that Communicate. Practical Communication in English. Perception. Robotics. For computer professionals, linguists, and cognitive scientists interested in artificial intelligence.
📖 Papers frequently viewed together
1975
1 Author (John H. Holland)
30.7k Citations
1998
2 Authors (Richard S. Sutton)
6,226 Citations
1988
15.3k Citations
References0
Newest
Cited By16719
Newest
#1NawazM. Saqib (HIT: Harbin Institute of Technology)
#2Fournier-VigerPhilippe (HIT: Harbin Institute of Technology)
Last. SongWei (North China University of Technology)
view all 5 authors...
High utility itemset mining (HUIM) is the task of finding all items set, purchased together, that generate a high profit in a transaction database. In the past, several algorithms have been develop...
Source
#1Daniel Frank Hesser (RWTH Aachen University)H-Index: 4
#2Kubilay Altun (Siemens)
Last. Bernd Markert (RWTH Aachen University)H-Index: 61
view all 3 authors...
Source
#1Camile Sothe (McMaster University)H-Index: 4
#2Alemu Gonsamo (McMaster University)H-Index: 33
Last. James Snider (WWF: World Wide Fund for Nature)
view all 4 authors...
Abstract null null Canada has extensive forests and peatlands that play key roles in global carbon cycle. Canadian soils and peatlands are assumed to store approximately 20% of the world’s soil carbon stock. However, the spatial and vertical distributions of the soil organic carbon (SOC) concentration in Canada have not been systematically investigated. SOC concentration, expressed in g C kg−1 soil, affects the chemical and physical properties of the soil, such as water infiltration ability, moi...
Source
#1Xuan Cuong Nguyen (Duy Tan University)H-Index: 5
#2Quang Viet Ly (THU: Tsinghua University)
Last. Zhenghua Zhang (THU: Tsinghua University)H-Index: 21
view all 6 authors...
Abstract null null The increasing accumulation of pharmaceuticals in aquatic ecosystems could impair freshwater quality and threaten human health. Despite the adsorption of pharmaceuticals on biochars is one of the most cost-effective and eco-friendly removal methods, the wide variation of experimental designs and research aims among previous studies pose significant challenge in selecting biochar for optimal removal. In this work, literature data of 1033 sets with 21 variables collected from 26...
Source
Last. Lei Dong
view all 6 authors...
Source
Abstract null null The market participants face risks in market price fluctuations and uncertainties in the demand behaviour, regardless of the series of restructuring reforms of China power industry. To address this gap, the strategic pricing and bidding behaviour of generation and electricity selling enterprises in double-sided auctions of centralized electricity transaction market with elastic demand is examined. The market is modelled with two-level (Bi-level) mathematical optimization probl...
Source
view all 5 authors...
Source
#1Anna-Sophie Ulfert (University of Trier)H-Index: 2
#2Conny H. AntoniH-Index: 14
Last. Thomas EllwartH-Index: 14
view all 3 authors...
Source
Source
#1Lei He (CSU: Central South University)H-Index: 1
#2Lu Bai (CSU: Central South University)H-Index: 5
Last. Ruiyang Xiao (CSU: Central South University)H-Index: 31
view all 0 authors...
Abstract null null The ever-looming water pollution has caused waterborne diseases, destruction of biodiversity, and unsafe potable water, resulting in millions of deaths every year. Although mounting efforts were exerted to tackle these serious issues, one cannot solve all the problems by manpower alone, not to mention studies that require long period monitoring on water quality (e.g., eutrophication). Therefore, it is of vital need to develop new approaches which are more intelligent, convenie...
2 CitationsSource