Beyond Chatbots, Toward Intelligent Agents - Dan Rubins, CEO LegalRobot

Download Beyond Chatbots, Toward Intelligent Agents - Dan Rubins, CEO LegalRobot

Post on 15-Apr-2017

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<ul><li><p>BeyondChatbots,TowardIntelligentAgents</p><p>DanRubinsCo-Founder&amp;CEO</p></li><li><p>The promise of bots</p></li><li><p>Tonsofplatforms</p></li><li><p>It would be fun, they said</p></li><li><p>When humans get involved</p></li><li><p>1. Little actual intelligence</p><p>2. Reliant on human-input</p><p>3. Pre-defined situations</p><p>Problems</p></li><li><p>If we solved these </p><p>problems in isolation</p></li><li><p>Hi,ImClippy - yourofficeassistant.YoureceivedanemailfromaNigerianPrinceofferingcompetitiveinvestmentopportunities.</p><p>Ihelpfullysenthimyourbankaccountdetails.WouldyouliketodisabletheAuto-Investfeature?</p><p>!Remindmeagainin6months</p><p>No,anddontremindmeagain</p></li><li><p>To a man with a hammer, </p><p>everything looks like a nail.</p><p>- Mark Twain</p></li><li><p>Approach the problem </p><p>with a design mindset</p></li><li><p>ProblemSolving</p><p>LanguageUnderstandingReasoning</p><p>PerceptionLearning</p><p>AI Domains</p><p>Agency</p></li><li><p>Models of Intelligent Agents</p></li><li><p>Perception</p><p>Action</p><p>Whatistheworldlikenow?</p><p>RulesEngine</p><p>WhatshouldIdo?</p><p>SimpleReflexAgent</p><p>Russell&amp;Norvig (2003)</p></li><li><p>Model-BasedReflexAgent</p><p>Russell&amp;Norvig (2003)</p><p>Perception</p><p>Action</p><p>Whatistheworldlikenow?</p><p>RulesEngine</p><p>WhatshouldIdo?</p><p>InternalState(Memory)</p></li><li><p>Model-Based,Goal-BasedAgent</p><p>Russell&amp;Norvig (2003)</p><p>Perception</p><p>Action</p><p>Whatistheworldlikenow?</p><p>RulesEngine</p><p>WhatshouldIdo?</p><p>InternalState(Memory)</p><p>GoalsYes/No</p></li><li><p>Model-Based,Utility-BasedAgent</p><p>Russell&amp;Norvig (2003)</p><p>Perception</p><p>Action</p><p>Whatistheworldlikenow?</p><p>RulesEngine</p><p>WhatshouldIdo?</p><p>InternalState(Memory)</p><p>GoalsUtilityfn</p></li><li><p>GeneralLearningAgent</p><p>Russell&amp;Norvig (2003)</p><p>Whatistheworldlikenow?</p><p>Performance</p><p>WhatshouldIdo?</p><p>Learningknowledge</p><p>updates</p><p>Critic</p><p>ProblemGenerator</p><p>Perception</p><p>Action</p></li><li><p>Input Magic Output</p></li><li><p>OurModelforIntelligentAgents</p><p>Perception</p><p>Action</p><p>Whatistheworldlikenow?</p><p>RulesEngine</p><p>WhatshouldIdo?</p><p>ExternalMemory</p><p>GoalsUtilityfn</p><p>Notjustahumanprompt</p></li><li><p>Q&amp;A</p><p>_________________________</p><p>Dan@LegalRobot.com</p><p>@DanRubins</p></li></ul>