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0.1
0.2
0.3
0.4
0.5
0.6
0.7
0.8
Iteration number
Fractionofstatesonwhichactionsdisagree
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0
1
2
3
4
5
6
7
Iteration number
Valueofpolicy
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Algorithms for inverse reinforcement learning

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–t¼˜pru˜kEr'g’epqpqoE€hpqv‚epgvjlpqfh–pË{ÌÇÈkj” k4rÀ—‰kEm¹pru˜kÍj ” m¹kEkÄ–!q¼pepm¹prj ” f'vΚ¯epmX®±°)²{ “•” kÉ™m¹vxj3j±¾‚e“—‰k•–!P¾7pÏj ” j” k¦oE–˜vxk¨¾ ” kEm¹kDj ” k¨kErUj¹prm¹kgte˜rpwo¤€'pwv•~rveS¾7r%Ё¾‚k ” –pr™—‰qk3j–!˜vivw–Sj¹k4—Hmlk4¾‚–pm¹—š¯ivr™oªj¹pre˜r™v'e˜rŒ–ÈÉtrvpÏj¹kXvxj¹–Sj¹k¶vxgt–po¤k–pr™—Ñrpqrvk4–pmš¯ivr™oªj¹pre˜r™–!’–!gvg™mle»‰pqfh–!jlpqepr¦e!šhj ” k3mlk4¾‚–pm¹—¨š¯ivr™o¤·jlpqepr¿eSu˜kEmΖµg’e!j¹kErUjlpw–!qr€Òpqr‰É™r™pÏj¹kÍvxj¹–!jlkÍvxgt–po¤k˜{“•” ktj ” prm—¶–pr¼˜epm¹pÏj ” f —vk4–!wv)¾7prj ” j” k¦fhepm¹ktmlkE·–!qpqvxjlpwo3o4–pvlk)prr“¾ ” pqo ” j” k8gte˜rpwo¤€hpwvÊ~rveS¾7r'e˜rvr€j” m¹epiv¼ ” –“É™rvprjlk'vlk¤jDe!š‚ep˜™vlkEm¹upk•—5jlm–SÓ±k•oªjle˜mlpqk4v4{®Ôr½–!q3oE–˜vxk•vEy•–È~pkE€Äpqv¹vlivkpqv­ÕpŸÖ«˜ŸEœ’ŸE l©˜¤¤×¹ØŒj ” kk¤»‰pqvxjlk4r™o¤k5epš‰–Èq–pml¼˜kÎvlk¤j’epš8m¹kE¾•–!m—¸š¯ivrtoªjlpqeprtvš¯epm)¾ ” pwo ” j” ktep˜™vlkEm¹upk•—“g’epqpwo¤€“pwv)e˜g‰jlpqf'–!Ù{ “ emlk4f9eSu˜k­—‰k4¼pk4rvkEm–poE€py3¾‚k¸vxi™¼p¼pk•v±jvlepfhk­rt–Sjliv·m¹–p ” kEivm¹pqvxjlpwoEv‰j ” 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pqrv¼˜v¨˜’kEpqrv¼k•ÅUi™–!ÙyPvlepqi‰jlpqeprtv¨¾7pÏj ” fh–pprr™r€Èvxf'–!qm¹kE¾•–!m—vv¨–!m¹k„lvlprf9·g™rk4m 9–!r™—Hj ” kEm¹k¤š¯e˜mlk‰gvm¹k¤š¯kEm–!˜™rk˜yU¾‚k¨f'–€’epg‰j¹pre˜r™–!qq€’–p—v—j¹ej ” k’ep˜‰Ó±k•oªj¹pru˜khš¯ivr™oªj¹pre˜rB–5¾‚k4pr¼ ” j¨—‰k4o4–€˜·Öqpr~˜k9g’kErt–!rj±€j¹kEm¹fÃvli™o ” –pvätsm†Ñ†yw†Ñ†… y¾ ” kEm¹kusDpwv%–!rt–˜—Ó±i™vxj¹–p˜vrkg’kErt–!rj±€oEek¤Ý’o¤pqkErUjcj ” –Sj0˜™–!w–!rto¤k4vP˜’k¤j±¾‚kEkErtj ” kÊj±¾7prr¦¼pe˜–pqv%e!š ” –uU·pqrv¼¸vlfh–pr7m¹kEpqr‰š¯e˜m¹oEkEfhkErUj¹v4yÊ–pr™—µepš8f'–S»‰pqfhprÆ4prrv¼Œ¬¨%U³ª{ҁvlpw—‰k¤·Ök¤Úhk4o¤jÊe!šxi™vlprr™¼¨vxito ” –pr%v … ·Ögtk4r™–!rj±€¦jlkEm¹f pqvj ” –!j4y˜š¯epmvli‰Ý’o¤pqkErUj¹r€Äq–pml¼˜kwscy§yA¾7pqq3e!šj¹kErÒ˜’k¶rve˜rvÆEk4mleÍpqrÑe˜rvq€–Èš¯k4¾ vxj¹–!jlk•vEy•o¤e˜r™vxpwvxjlkErUj'¾7prj ” epi™m'pq—‰k•–Èe!šD–ƒlvlprfhgvqk m¹kE¾•–!m—Κ¯ivr™o¤jlpqepr%{t´¶epm¹kEeSupk4m4yt¾ ” pqrk9pÏj¨pwv‰oEepfhfhepr¶g™m¹–˜oª·j¹pqoEk’pqr¸fh–pr€­–!g™gvrpwoE–!jlpqepr™vDjle ” –pr™—·Ùjlivrvk“gtk4r™–!rj±€­oEeUkEš·É’o¤pqkErUj¹v4yÌpÏj'oE–prB–!wvxe˜’kÎv ” eS¾7rÒ¬—–˜vlvlivfhpqrv¼¶j ” kHvlepqi‰jlpqeprpwv9rve!j'–!qm¹k4–p—v€È—‰k4¼pk4rvkEm–Sj¹kH–Sjxs¡‚™ˆU³Dj ” –Sj'–pv%sÄpqv9pqr‰·oEmlk•–pvlk4—xypj ” k4mlk8¾7prq’˜tk‰–Dg ” –˜vxk3jlm–!r™vlpÏj¹pre˜r’–Sj•vxe˜f9k3gte˜prrUj s€yUy%vxi™o ” j” –!j¨j ” khepgvjlpqfh–ppy pqv‰˜’epivrt—‰k4—È–¾‚–€Hš¯m¹epfAˆš¯e˜mts4±s y y™–!rt—7yƒ‚½ˆ¦š¯epmtsƒ‚„s y { “•” i™v4y‰prš0¾‚kD¾‚–prUjlk4—j¹e¨o ” ee˜vlksH–!i‰j¹epf'–Sj¹pqo4–!qr€˜y(s‚…s çy ¬—–¨u–pri™kÓ±i™vxj‚˜’k¤š¯epm¹kj” ktg ” –pvlk¨jlm–!r™vlpÏj¹pre˜r%y™g’kEm ” –pg™v•š¯epi™r™—5upq–h˜vpqr™–pml€Îvxk•–!mo ”e˜r†st³D¾‚e˜ivq—͘’k“–prB–!gvg’k4–prpqrv¼¶o ” e˜pqoEkpyPvlpqr™o¤k’prj¨pwvt¼˜pru˜k4vj” k3lvlprfhgvqk4vxj 2yì—q–pml¼˜k4vxjPg’kEr™–pÏj±€toEek¤Ý’o¤pqkErUj³cvxito ” j” –SjyÀpqv7r™e!j)ÆEk4mle9kEu˜kEm¹€¾ ” kEm¹k9¬Ë–!r™—Îpqr5g™–!mljlpwo¤ivw–!m7vle9j ” –!jRy —veUk•v7–Sj)qk4–˜v±j7g™–pmxj¹pq–prq€xkE»‰gvq–pprrY¨¾ ” €guÈpqv)epg‰j¹prf'–!³ª{ 1Êi‰jxj¹prr™¼'pÏj3–prhj¹ep¼pkEj ” k4m4y‰e˜ivm•epg‰j¹prfhpqÆ4–!jlpqepr5gvm¹ep˜vqkEfúpwv4ê f'–!»pqfhprÆ4k qˆ‡°‰ … fhprr ueÎ(‘ ua’a“'”'”'”§“ uV• – q˜¬g¨ u ãS¬—¥±³t䁨 u ¬—¥±³x³ ¬’å²äæxd¨7u(㤳 ç … ¤˜—zä™st†Ñ†¤„†Ñ†… v(†j† ¬’¨ u ãs䁨 u ³%¬¨ågäæxd¨ u ãE³ ç … ¤D錈 ¯‚„w˜©pbìÍ„ … †¤ °† eµy npo8q hæ¥p‚Áè)h†(††0h8 ¾ ” kEm¹k3¨ u ¬—¥±³3—vkErvepjlk4v3j ” k'¥Ùj ” mleS¾Áe!š¦¨ u {¨d‚qk4–!m¹q€pytj ” pwvf'–€Ãk4–˜vxpqr€Á˜’kBš¯e˜mlf¦ivq–!jlk•—À–pv­–½qprrvk•–!m­gvmle˜¼pm–!f –!r™—vlepqupk•—k¤Ý’oEprk4r˜j¹r€˜{9nk•oªj¹pre˜ræ%Hmlk4gte˜mxjv3e˜r­vlprfhgvqkhk¤»‰gtk4mlpr·fhk4r˜jv7i™vlprr™¼¦j ” pwv)–!q¼pe˜mlprj ” f5{ d3àBÚ æâ F%ÌµP)å â ‘’Žvæ±ã â ŠÓÝ2Ý3vãPe)æGH 0Žvæ±ã â æâ Ú ÌgfF×Û‚Ž‰0Ž¤FÜÛ¦Ý3‘‚Fc ÇÈkÒrveS¾Ûo¤e˜r™vxpw—‰k4m­j ” k¿o4–pvlkÑepšÎpqr‰É™r™pÏj¹k½v±j–Sjlk½vlg™–˜o¤k4v4{3g™–!mljDš¯m¹epf¢vlepfhkhfhk4–˜vxivm¹k¤·Ùj ” kEepm¹k¤j¹pqoh–˜vlvlivfhg‰jlpqeprtvD–!r™—fhpqrvepm'm¹kE¼˜ivw–!m¹pÏj±€¸o¤e˜r™—‰prjlpqepr™v5¬—¾ ” pqo ” ¾‚k5¾7prq7pr¼˜rvepm¹kÎprrj” pwvg™–!g’kEmª³ªyDpqr‰É™r™pÏj¹k¤·Ôv±j–SjlkB´Xs21‚v5fh–€¿˜tkµ—vk¤É™rvk•—Ãprrf¦i™o ” j” ktv¹–!fhk¨¾‚–€’–˜v‚É™rvprjlkE·Övxj¹–!jlkt´¶se1Êv•¾‚kEm¹k¨prrnk4o¤·j¹pre˜rB‡‰{w9ve˜m8j ” k’v¹–!~pkhepš‚o¤e˜r™o¤m¹k¤j¹kErvk•vlv4yx¾‚k9m¹k4vxjlm¹pwoªjDepivml·vlkEqupk•vPjle‰j ” k)o4–pvlk‚epš‚f‚~kYh{ÌÇÈk•¾7prqv–pv¹vxi™f9k‚j ” k7–u–pprr·–p˜vpqrprj±€Hepš–'vxiv˜™mle˜i‰jlpqrvkDš¯e˜m8–!g™gvmle»‰pqf'–Sjlpqrv¼9j ” ktuS–!qivkte!š–9g’epqpqoE€py x y yš¯epm3–pr€'g™–!mljlpwo¤ivw–!m)´Xs21Ì{ ®Ôr¨j ” pwvÌvxkEjxj¹prrv¼tyj ” k‚m¹kE¾•–!m—3š¯i™r™oªj¹pre˜r3yÑpwvcrveS¾B–3š¯ivr™o¤jlpqeprš¯m¹epf fº‚ƒkYhÍpqrUjle'j ” k¨m¹k4–pqv4yt–pr™—–'¼pk4rvkEm–!%vlepqi‰j¹pre˜r5jlepqrupk4m¹vlkhmlk4prr‰š¯e˜m¹oEkEfhkErUjDqk4–!m¹rvpqrv¼Î¾‚e˜ivq—Èm¹k4ÅUivpqmlkh¾‚epm¹~prrv¼¾7prj ” j” pwvhvxg™–˜o¤k’epš3–!qš¯ivrtoªjlpqeprtv3kYhlhj k‚{ÄÇ ” prqk“j ” ko4–!wo¤ivqi™v‚e!šPu–pmlpw–Sj¹pre˜r™v‚—‰ek4v‚¼ppqupk‰i™v•vxe˜fhk3j¹eUe˜qv‚š¯e˜m‚e˜g‰jlpr·fhpqÆEpqrv¼DeSupk4mcj ” pwvvxgt–po¤k˜y!prjpqvepšjlk4rh—vpÏÝ’o¤i™Ïjj¹e‰¾‚epm¹~t¾7prj ”–pr¼˜epm¹pÏj ” fhpqo4–!qr€˜{m3kEr™oEkpy¾‚k8o ” ee˜vlk7prr™vxjlk•–p—hj¹eti™vlk8–Dqpqr‰·k•–!m•–!gvg™mle»‰pqfh–!jlpqepr'š¯e˜mÊj ” k¨mlk4¾‚–pm¹—9š¯i™r™oªj¹pre˜r%yvk¤»‰gvm¹k4v¹vlprrv¼y –poEoEepm—‰pqrv¼¨j¹e yh¬’—³‚ˆi …Ij‚… ¬’—³I€†i ƒ j­ƒ ¬g—³I€~““(“e€†iYk j kU¬’—³ ¬Ë阳 ¾ ” kEm¹k j0… h†(†(†Ih j kÖ!m¹kÒÉv»‰k4—xyÎ~rveS¾7r%yΘte˜ivr™—‰k•—ú˜™–˜vxpwvš¯i™r™oªj¹pre˜r™v•f'–!gvgvpqrv¼9š¯m¹epf fµprrUjle£k‚yP–pr™—'j ” k8im°Ùv7–!m¹k3j ” ki™rv~rveS¾7rHgt–!m–!fhk¤j¹kEmvÊj ” –Sj)¾‚k¨¾‚–prUj‚j¹e±Évj•{ n‰prr™oEkyBpwvc–p¼˜–pprr‰rpqrvk•–!m%pqr¨j ” k‚uS–!m¹pq–p˜vrk•vh˜tk4prr™¼)epg‰j¹prfhpqÆEk•—xyprjÌpqv0rve‰vxivm¹gvm¹pqvlkj ” –Sj–)qpqrvk4–pmPgvm¹ep¼˜m¹–pfhf9pqrv¼7š¯e˜mlf¦ivw–Sjlpqepr–pgvgvqprk•v ” kEm¹k3–pv‚¾‚k4rÙ{²%kEj x y° —vkErvepjlk)j ” k‰u–pri™k)š¯ivr™o¤jlpqeprepš¨j ” kg’epqpqoE€buÁpqrŒj ” k­´¶s21 ¾ ” kErŒj ” k¶mlk4¾‚–pm¹—µš¯ivr™o¤·j¹pre˜rÍpqvzy ‚ j ° {“}‚€j ” k'rpqrvk•–!m¹pÏj±€¶epš‚kE»‰gtk•oªj¹–!jlpqepr™v4y%j ” kuS–privk)š¯ivr™oªj¹pre˜r’¾ ” k4r'j ” k8mlk4¾‚–pm¹—¨š¯ivr™o¤jlpqepr²yÜpwvʼ˜pru˜kErh˜€
  • 5. {‚ÅUi™–Sj¹pre˜rȬË阳‚pqv7j ” k4mlkEš¯epm¹k x y£‚ˆi … x y… €|“(“(“W€liYk x yk † ¬Ëƒ˜³ z8vxpqrv¼hj ” pqv)š—–po¤j8–!r™— “•” k4epm¹kEf™‡‰y‰j ” ktm¹k4–p—vkEm7f'–€“k•–pvlprq€u˜kEm¹pÏš¯€Í¬¯itvxpqrv¼’k•vlvlkErUjlpw–!qq€’j ” k¦–!m¹¼pi™f9k4rUj)prr “•” kEepm¹kEf ï îvg™mlee!š³’j ” –!jxš¯epmIyBjle)f'–p~pk0j ” kÊgte˜rpwo¤€2u¬’—³Ö¡„ … e˜g‰jlpqf'–!Ùyj” k’–!g™gvmle˜gvm¹pq–!jlk9¼pkEr™kEm–!qprÆ•–Sjlpqepr­e!šD¬¯…³‰pqv¨j ” k’o¤e˜r™—‰prjlpqeprj” –Sj {Ís ŽI’ “g” ã ™x yx¬g—™³š ë {Ís ŽI’ “g” ™x yx¬’—e™³›š ¬±è•ˆ˜³ š¯e˜m7–!qhvxj¹–!jlk•v¦—¨–pr™—Ζ!qh–˜oªj¹pre˜r™vs„²˜4p„ì„ … {p9vm¹epf {‚Řit–S·j¹pre˜r¶¬—ƒU³ªyU¾‚k7~rveS¾ x y ¬g—•³pqvÊrpqrvk4–pmpqrhj ” k3oEek¤Ý’o¤pqkErUj¹vui ° {3kEr™oEkpyv¾‚k ” –upk¨–'vlk¤j7e!šÌrpqrvk•–!m)o¤e˜r™vxjlm–!pqr˜jv‚eprHj ” kmit°Ëv4{ “•” kEm¹k‰–pmlk ” eS¾‚kEupk4mj±¾‚e¦g™mle˜˜vrk4f'v‚¾7prj ” j” k¨oEivm¹mlk4r˜j‚š¯epml·f¦ivw–Sjlpqeprc{ “•” k“É™mv±j9pqv¨j ” –!j4yš¯e˜m¦pqr‰É™r™pÏj¹kÎvxj¹–!jlkHvlg™–˜o¤k4v4yj” kEm¹k­–pmlkXprr‰ÉtrvpÏj¹kEq€Œfh–pr€ŒoEepr™vxjlm–!pqrUj¹v'epšDj ” kXš¯epm¹fÛprr{‚ÅUi™–Sj¹pre˜rB¬±è4ˆU³ªy’f'–!~prr™¼“prj ” –pm¹—5e˜m3pqf9g’e˜v¹vlpr˜vqktj¹eHo ” k•o~j” kEf –!qÙ{03r¼˜epm¹pÏj ” fhpqo4–!qr€˜yp¾‚k)o¤pqm¹oEivf¨u˜kErUjj ” pwvg™mle˜˜vrk4f˜€Bv¹–!fhgvqprr™¼Xepr™r€B–Xq–pml¼˜k“˜vi‰jhÉ™r™pÏj¹kÎvliv˜™vlk¤jgf y e!š)j ” kvxj¹–!jlk•vEyÌ–!r™—Èi™vlpqrv¼j ” pqv¦o¤eprtv±j¹m¹–pprrUjDeprvq€Í–SjDj ” e˜vlk“v±j–Sj¹k4v—˜Üf y { “•” kvxk•o¤e˜r™—Bgvm¹ep˜™rk4fÎy‚¾ ” pwo ” pwv'–Xfhe˜mlk5vxi™˜‰·j¹rkÎepr™kpypwv¦j ” –!j'vlpqr™o¤kξ‚k ” –u˜k“m¹k4vxjlm¹pqo¤jlk4—Bepivmvxk4ru˜k4vtjleitvxk9j ” k9qpqrvk4–pm8š¯i™r™oªj¹pre˜rÈ–pgvgvm¹e»pqf'–Sj¹epm3pqr„{ÊÅUi™–Sj¹pre˜rĬË阳j¹eµkE»g™mlk•vlv7y¦y7¾‚kXf'–€Ñrveµqepr™¼pkEm“˜tkÍ–!˜vqkj¹eµk¤»‰gvm¹k4v¹v–pr€9m¹kE¾•–!m—9š¯ivr™o¤jlpqeprȬ¯e!j ” kEm‚j ” –!r'j ” k‰jlm¹prupw–!‚yl‚¿ˆ˜³š¯epm¾ ” pqo ” u5pwvepgvjlpqfh–pË{on3kEupk4mxj ” kEqk4v¹v4y!kEu˜kEr'pqrhj ” pwv‚o4–pvlkpy!¾‚k¾‚epi™q—Dqpq~pk‚jle¨—‰e8–˜vc¾‚kEq‰–pvP¾‚k•oE–prti™vlprrv¼3j ” k•qprr™k4–!mPš¯ivr™o¤·j¹pre˜rÈ–pgvgvm¹e»‰prf'–Sj¹epm‰o¤w–pv¹vEy%–pr™—Xvle–pv¨–HoEepfhgvm¹epfhpwvxk˜y’¾‚kf'–€¶˜’kh¾7prqqprrv¼5j¹e5mlk4q–!»Xvxe˜f9khepš‚j ” k'o¤eprtv±j¹m¹–pprrUj¹vh¬xè4ˆ˜³¤ygt–€Upqrv¼'–9gtk4r™–!rj±€’¾ ” k4rÎj ” k4€H–!m¹k‰uUpqepw–Sj¹k4—x{ 8i™m•É™r™–!xqpqrvk4–pm7gvmle˜¼pm–!fhfhprr™¼¨š¯e˜mlf¦ivq–!jlpqeprHpqv•j ” kErcê f'–!»pqfhprÆ4k8q s Î#fqp fhpqr ueÎ(‘ ua’V“'”'”'”§“ u • – q r ¬’{ssŽÑd’ “g” ã ™x y ¬g— ™³šYä„{ssŽÑd’ “g” ™x y ¬’— ™³›š¯³ˆw v(†j†¤†i °† e¿è!hæ¥i‚„è!h(†(††0hWs ¾ ” kEm¹kX¾‚kXm¹kEfhprrt—Œj ” kÈm¹k4–p—vkEm'j ” –Sj x y pwvH–pr½pqf9g™rpwo¤prjš¯i™r™oªj¹pre˜r’e!šhj ” ki ° vÊ–˜v¼˜pru˜kErh˜€3{‚Řit–Sjlpqepr¶¬Ëƒ˜³¤yU–pr™—gfty)pwvj” k¦vliv˜™v¹–!fhgvqktepšvxj¹–!jlk•vE{§3kEm¹kpy r pqv8¼ppqupk4rȁ€ r ¬vu’³r‚wu prš5u ë ˆvy r ¬vu’³©‚ø‡quÒepj ” k4ml¾7pwvxk˜y‚–pr™—Ñgtk4r™–!qprÆ4k4vhupqepw–S·j¹pre˜r™vÌe!štj ” k)oEepr™vxjlm–!pqrUj¹v•¬±è•ˆ˜³‚¬¯¾ ” kEm¹k7‡8pwvg’kEr™–pÏj±€t¾‚kEpq¼ ” jj” –Sj7¾•–pv ” kEi™mlpwv±j¹pqo4–!qr€’o ” e˜vlkEr%ÐUj ” pqv•¾•–pv‚–¨gt–!m–!fhk¤j¹kEm‚jle¾ ” pqo ” e˜ivmÎmlk•vxivrj¹vΗ‰pw—½rvepj5vlkEk4fÛupkEm¹€Œvxk4r™vxprjlpqupk˜y3¾7prj ”fhe‰—‰k4m¹–!jlkEq€Íq–pml¼˜kEmtuS–privk•v¨itvxi™–prq€Í¼ppquprrv¼ÈÅUivpÏj¹kÎvlpqf9pqw–!mm¹k4vlivrj¹v³ª{ x7à‰á!Ù~Úzy vãsH Û‚pH Ý2EvFPä|{¦™i}!FP‘’Žãʏ™ævFc “•” pqv¨vlk4oªj¹pre˜r­–˜—v—‰m¹k4v¹vxk•v)j ” kh®±°)²µg™mle˜˜vrk4f™š¯epm‰j ” k9fhe˜mlkm¹k4–prpwvxjlpwo‚o4–pvlk‚¾ ” k4mlk•¾‚k ” –upk•–poEoEk4v¹vPjle‰j ” k•g’epqpqoE€zu“e˜rvq€j” m¹epiv¼ ” –hvxkEj7e!š–poªj¹i™–!’j¹m¹–!Ó±k4oªj¹epm¹prk•v‚prrHj ” ktvxj¹–!jlkDvlg™–poEkp{9™epmDj ” pwvEy̾‚k’–!wvxe¶—‰er™e!j¨m¹k4ÅUivpqmlk’–prÍk¤»‰gvqpqoEpÏj¨fhe‰—‰k4Êe!šj” kt´¶se1Ìyvj ” epiv¼ ” ¾‚kD—‰e’–˜vlvlivfhk¨j ” kt–p˜vpqrprj±€’j¹ehÉ™r™—5–!re˜g‰jlpqf'–!xg’epqpqoE€“ivrt—‰kEm)–prU€“mlk4¾‚–pm¹—“e!šÌepivm7o ” e˜pqoEkp{ ÇÈkhÉv»Ívxe˜f9khpqrvprjlpw–!Êvxj¹–!jlk’—‰pwv±j¹mlpq˜vi‰j¹pre˜r~yP–pr™—Í–pv¹vxivfhkj” –Sj7š¯e˜m‚j ” k’¬—ivrv~rveS¾7rt³‚g’epqpqoE€guyve˜ivm•¼pe˜–phpqv‚j¹ehÉ™r™—y vli™o ” j” –!jtu’f'–!»pqfhprÆ4k4vi{ s p i€ ™x y ¬g— y ³›šÖ{ “ 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