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Even though reasoning and, in particular, planning techniques have had a long tradition in artificial intelligence, these have only recently been applied to interactive computer games. in this paper we propose the use of r eady l og, a variant of the logic-based action language g olog, to build game bots. the language combines features from classical programming languages with decision-theoretic planning. the feasibility of the approach is demonstrated by integrating r eady l og with the game u nreal t ournament. eas like navigation, mapping and exploration. in [munozavila and fisher, 2004], hierarchical planning techniques are used to devise long-term strategies for u nreal t our nament bots. recently, magerko at al. [magerko et al., 2004] have connected the powerful rule-based system soar [lewis, 1999] to haunt ii, an extension of u nreal t ournament. our own work fits into this line of work on symbolic reasoning applied to u nreal t ournament, with a focus on real-time decision-theoretic planning techniques.2 in particular, we propose to use r eady l og [ferrein et al., 2004], a variant of the action language g olog [levesque et al., 1997], for the specification of game bots. g olog has been applied to control animated characters before by funge [1998]. however, there the scenario was much simpler with complete knowledge about the world and no uncertainty. roughly, r eady l og is high-level programming language with the usual constructs found in imperative programming languages and additional ones which allow agents to choose among alternative actions. here, actions are understood as in ai planning, with effects and preconditions specified in a logical language. built into the language is also a decision-theoretic planning component, which can deal with uncertainty in the form of stochastic actions. in general, decision-theoretic planning can be very time consuming. as we will see, combining it with explicit programming of behavior, the user can control the amount of planning so that it becomes feasible for real-time applications. we have demonstrated this already by using r eady l og to control soccer playing robots [ferrein et al., 2004], and we are using the same highly-optimized prolog implementation for the work described in this paper. the rest of the paper is organized as follows. in the next section we give a brief introduction to u nreal t ourna ment 2004, followed by a very brief discussion of r eadyl og and its foundations. in section 4 we discuss how u n real t ournament can be modelled in r eady l og . then present some experimental results and conclude.
I'm bored, everything bores me. even ftv. i work as a book editor, although very junior. i happen to know a little about writing so publishing houses use me to proofread stuff and write things like "yes" or "no" or "what's wrong with you, man?" all over the page. i mean, most of the things i read you wouldn't believe. it's always the same crap. women who were raped as teenagers and now take revenge: they marry the son of the guy who raped them and kill the in-law family one by one. an accountant who decides he doesn't want a family anymore: he leaves his wife and kids and goes to live in the coast of italy. the wife marries another guy, a lawyer, but after five years the accountant understands how much he needs them, so he returns and there's a legal battle that goes on and on for two hundred and seventy pages. i hardly read anything for pleasure anymore because the crap i have to read for work makes me hate reading. all i want to do these days is to sit in front of the tv or the computer and fool around. i felt lonely in my new apartment. i needed a dog or something. but not a plant. plants take all the oxygen at night and you wake up dead in the morning. nobody wants that.
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They add insult to injury by carrying 15 channels in foreign languages there ought to be a law ; , the golf channel, nbc and a myriad of other crap i don't want and how to play craps.
Required her to spring to his aid and share a regulator. they would each take repeated breaths and slowly make their way to the surface, one arm intertwined around the other forming a single unit of cooperation. the buddy system at its most prodigious self. the kind of hero story dive magazines liked to proclaim while at the same time hocking ads for overpriced equipment and fourhundred-and-fifty-dollar dive packages, meals and air fare included. but she did nothing. instead, she simply sought comfort within the warm blanket of water that enveloped her. yet a chill suddenly swept past, one that made her spine shiver. was that frank's fear rushing by as he finally realized his fate? he kicked toward her and she pushed herself back. she pointed her light toward him. he shielded his eyes from the bright glare and tried again to signal that his air was gone. the confines of the tunnel provided little room to maneuver. frank was a trained diver and a good swimmer -- he'd been in the navy -- and if this was open water he might have made it to the surface. but the element of surprise and the choice of location gave her all the advantage. a few seconds later his movements stopped and craps rule.
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Maroon 5, the pioneers u2, jamie foxx & alicia keys, usher & john mayer - it was outstanding. my favourite moments were with out a doubt alicia keys - that girl is a true inspiration. usher showed true professionalism in his performance & blew me away with his dance moves & who could forget the short outro featuring none other than the man himself, mr james brown. stevie wonder shone like the star that he is - who would think that 2 lines of `isn't she lovely' would have the whole auditorium in complete joy. the only down fall of the night i must admit was jlo & marc anthony. now this guy can sing but god help jlo. you'd think that she would have a grasp on the vocals by now, but she is an actress too & i guess she gets busy busy busy, so maybe we can't be too hard on her.another peak of the night was kanye west's speech - it was very inspirational. kanye is proving to be quite a gem in the music industry. with tracks of his own like `jesus walks' & his producing efforts for the likes of jlo, janet, britney, jay z, fabulous & alicia keys. there is another artist that he has worked with called john legend. i have his album & it is sensational. his single `used to love u' is on the radio waves at the moment. i love albums like these, they are refreshing & inspiring. his style is old skool soul motown, & worth getting your ears around. of late there has been a lot of hype between austereo & the sydney confidential. now seriously guys, is there really nothing else to talk about. of course kyle should promote his girlfriends track & try & get her as much exposure as he can.after all, she is signed to his label & well, honestly if the track was crap then the confidential would maybe have a leg to stand on but the track rocks & so does the clip. i've said this one too many time already, but if the australian music industry got behind the talent we actually have in this country - & no! not `xfactors' b grade talent - the true talent that need the break, then kyle wouldn't have to promote his girlfriends track. think of it this way, kyle is educating the australian public & letting them know that a track like tamara's doesn't need to be sung by an overseas artist & that we actually have artists quite capable right here. hey, maybe then the next mtv awards might have australian acts that the rest of the world has heard of? keith. 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Last few seasons, they constantly challenged for promotion, before finally going up at the expense of derby the year we blew it ; . last season, they were bottom of the table all season, yet after selling their best player mark draper, they are still top of this division. our record over the last few years has been similar to leicester's, the only difference being that millwall haven't reached the premiership yet. so if we get out of this crappy division this year, will we able to hang on to the likes of alex, ben, and kasey, or will the big clubs swoop like vultures, as has happened at bolton, with macateer and stubbs. i can't imagine someone like ben demanding a move, like stubbs has done, but it will still be hard for millwall to turn down any substantial offers. this might sound all doom and gloom, but is there any point in going up from this division, if we are just going to come straight back down again? i just hope the club have some sort of strategy worked out, so that when or if ; we up, we're capable of staying up. i can't believe i 've just written that. d scott catford, se6 dear tlr millwall's good start results wise at least ; , shouldn't disguise the fact that there are some serious flaws in the side, still to be ironed out, and the sooner, the better. in your interview with peter mead, he stated that malkin and fuchs would terrorise defences this year. not if they're getting the poor service from the wings like they are at present, they won't. dave savage seems to have lost all his confidence after looking so good against grimsby, and as for van bloke! we all know van bloke is a quality player when he wants to be, but he's done jack shit so far this season. mick and taff need to give him a good kick up the arse, or even drop him, his form since kennedy left, has been mediocre at best. savage seems to be the new boo-boy now that beckford has gone, but if the slaughtering continues much longer, maybe he'll never regain his form. if something doesn't happen soon with our wide players, then our new look attack will still be waiting to fire on all cylinders next may. pete stevens dulwich, se22 dear tlr why is it that we are top, yet it seems like we are bottom? all the hard work must have been done away from home because we have been terrible at the den so far. it seems like it's just a continuation of last season. where are the ideas? where is the invention? the defence looks solid and the attack we know is good you can't score as many goals as fuchs, malkin and dixon have elsewhere and be crap ; , but the midfield is dreadful. the two palace rejects look okay to be fair and of course alex is one of the best midfielders in the division, but savage and van blerk just haven't played. 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