Computer needs to posses natural language processing

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Computer needs to posses: Natural language processing, Knowledge  representation, Automated reasoning, and Machine learning Problem:  1) Turing test is not reproducible, constructive, and amenable to  mathematic analysis.   2) What about physical interaction with interrogator and  environment? Total Turing Test:  Requires physical interaction and needs perception and  actuation. 
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10 Last time: The Turing Test http://www.ai.mit.edu/projects/infolab/ http://aimovie.warnerbros.com
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11 Last time: The Turing Test http://www.ai.mit.edu/projects/infolab/ http://aimovie.warnerbros.com
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12 Last time: The Turing Test http://www.ai.mit.edu/projects/infolab/ http://aimovie.warnerbros.com
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13 Last time: The Turing Test http://www.ai.mit.edu/projects/infolab/ http://aimovie.warnerbros.com
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14 Last time: The Turing Test http://www.ai.mit.edu/projects/infolab/ http://aimovie.warnerbros.com
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15 This time: Outline Intelligent Agents (IA) Environment types IA Behavior IA Structure IA Types
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16 What is an (Intelligent) Agent? An over-used, over-loaded, and misused term. Anything that can be  viewed  as   perceiving  its  environment   through  sensors  and  acting  upon that environment through its  effectors  to maximize progress towards its  goals . PAGE (Percepts, Actions, Goals, Environment) Task-specific & specialized: well-defined goals  and environment The notion of an agent is meant to be a tool for analyzing systems not an absolute characterization that divides the world into agents  and non-agents.  Much like, e.g., object-oriented vs. imperative  program design approaches.
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17 Intelligent Agents and Artificial Intelligence Human mind as network of thousands or millions of agents all  working in parallel. To produce real artificial intelligence, this school  holds, we should build computer systems that also contain many  agents and systems for arbitrating among the agents' competing  results.  Distributed decision-making  and control Challenges: Action selection: What next action to choose Conflict resolution sensors effectors Agency
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18 Agent Types We can split agent research into two main strands: Distributed Artificial Intelligence (DAI) –  Multi-Agent Systems (MAS)  (1980 – 1990) Much broader notion of "agent"  (1990’s – present) interface, reactive, mobile, information
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19 A Windshield Wiper Agent How do we design a agent that can wipe the windshields when  needed? Goals?  Percepts ? Sensors? Effectors ? Actions ?
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