Hands-On Intelligent Agents with OpenAI Gym
Manyreal-worldproblemscanbebrokendownintotasksthatrequireaseriesofdecisionstobemadeoractionstobetaken.Theabilitytosolvesuchtaskswithoutamachinebeingprogrammedrequiresamachinetobeartificiallyintelligentandcapableoflearningtoadapt.Thisbookisaneasy-to-followguidetoimplementinglearningalgorithmsformachinesoftwareagentsinordertosolvediscreteorcontinuoussequentialdecisionmakingandcontroltasks.Hands-OnIntelligentAgentswithOpenAIGymtakesyouthroughtheprocessofbuildingintelligentagentalgorithmsusingdeepreinforcementlearningstartingfromtheimplementationofthebuildingblocksforconfiguring,training,logging,visualizing,testing,andmonitoringtheagent.Youwillwalkthroughtheprocessofbuildingintelligentagentsfromscratchtoperformavarietyoftasks.Intheclosingchapters,thebookprovidesanoverviewofthelatestlearningenvironmentsandlearningalgorithms,alongwithpointerstomoreresourcesthatwillhelpyoutakeyourdeepreinforcementlearningskillstothenextlevel.
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