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behind it In such cases, it may be necessary for the agent to consider its previous observations together with its current sensor data when choosing actions, and the best policy may be one that chooses actions specifically to improve the observability of the environment Life-long learning Unlike isolated function approximation tasks, robot learning often requires that the robot learn several related tasks within the same environment, using the same sensors For example, a mobile robot may need to learn how to dock on its battery charger, how to navigate through narrow corridors, and how to pick up output from laser printers This setting raises the possibility of using previously obtained experience or knowledge to reduce sample complexity when learning new tasks

9

#import "FruitStandViewControllerh" @implementation FruitStandViewController @synthesize managedObjectContext; - (IBAction) initFruitStand: (id) sender { FruitStand * stand = (FruitStand *) [NSEntityDescription insertNewObjectForEntityForName:@"FruitStand" inManagedObjectContext:selfmanagedObjectContext]; standstandName = [NSString stringWithFormat: @"James's Grand Fruit Stand %i", random()/1000]; Crate * crateOne = (Crate *) [NSEntityDescription insertNewObjectForEntityForName:@"Crate" inManagedObjectContext:selfmanagedObjectContext]; Crate * crateTwo = (Crate *) [NSEntityDescription insertNewObjectForEntityForName:@"Crate" inManagedObjectContext:selfmanagedObjectContext]; Orange * orangeA = (Orange *) [NSEntityDescription insertNewObjectForEntityForName:@"Orange" inManagedObjectContext:selfmanagedObjectContext]; orangeAradius = [NSNumber numberWithFloat:(float)42]; Orange * orangeB = (Orange *) [NSEntityDescription insertNewObjectForEntityForName:@"Orange" inManagedObjectContext:self managedObjectContext]; orangeBradius = [NSNumber numberWithFloat:(float)33]; Apple * appleA = (Apple *) [NSEntityDescription insertNewObjectForEntityForName:@"Apple" inManagedObjectContext:selfmanagedObjectContext]; appleAradius = [NSNumber numberWithFloat:(float)19]; Apple * appleB = (Apple *) [NSEntityDescription insertNewObjectForEntityForName:@"Apple" inManagedObjectContext:selfmanagedObjectContext]; appleBradius = [NSNumber numberWithFloat:(float) 24]; [crateOne addFruitsObject:orangeA]; [crateOne addFruitsObject:appleA]; [crateTwo addFruitsObject:appleB]; [crateTwo addFruitsObject:orangeB];

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17:

This section is intended to help someone who is thinking of buying DVD or someone who is selling DVD Selling applies to much more than retail salespeople Husbands may need some help selling their wives on the idea, or you may even need help convincing yourself that you absolutely cannot live another day without a DVD player Accordingly, this section is written for the person buying a DVD player If you are doing the selling, adjust as needed One caveat: DVD is like the proverbial camel in the tent In order to make the most of the picture quality and widescreen format, you need a large TV or even a widescreen TV And to best reproduce DVD s surround sound, you need a Dolby Digital sound system with five speakers and a subwoofer If you already have this gear, you are in great shape In fact, according to the Consumer Electronics Manufacturers Association, 12 million of you are in great shape on the audio side and in pretty good shape on the video side If you can easily afford the necessary equipment for turning your living room into a theater, you probably do not need much convincing to add a DVD player If you cannot easily afford it, perhaps you should downplay that part of the deal and think about it later when your pocketbook recovers from the DVD player (And, in any case, it is beyond the intent of this book to hawk widescreen TVs and surround sound systems) DVD may seem like an extravagance, but when you come right down to it, how much does anyone really need a TV, a stereo system, and a VCR or two Some people probably would be happier and more productive without such indulgences Therefore, ask yourself how important it is to be entertained (or informed) and how important the quality of that entertainment (or information) is The quiz at the end of this chapter may help.