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    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodsAxis_1E92315DE6CE9803874671514618B291" xlink:to="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodsAxis_1E92315DE6CE9803874671514618B291" xlink:type="arc" />
    <link:label id="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_774BB2E936FC7B160FD471514618FECC_terseLabel_en-US" xlink:label="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_774BB2E936FC7B160FD471514618FECC" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Repurchase Agreements and Similar Transactions, Maturity Periods [Domain]</link:label>
    <link:label id="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_774BB2E936FC7B160FD471514618FECC_label_en-US" xlink:label="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_774BB2E936FC7B160FD471514618FECC" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Repurchase Agreements and Similar Transactions, Maturity Periods [Domain]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain" xlink:label="loc_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_774BB2E936FC7B160FD471514618FECC" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_774BB2E936FC7B160FD471514618FECC" xlink:to="lab_us-gaap_AssetsSoldUnderAgreementsToRepurchaseMaturityPeriodDomain_774BB2E936FC7B160FD471514618FECC" xlink:type="arc" />
    <link:label id="lab_us-gaap_MaturityUpTo30DaysMember_6A8AA24A2A0FFE21BF22715146182A19_verboseLabel_en-US" xlink:label="lab_us-gaap_MaturityUpTo30DaysMember_6A8AA24A2A0FFE21BF22715146182A19" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">30 Days or Less [Member]</link:label>
    <link:label id="lab_us-gaap_MaturityUpTo30DaysMember_6A8AA24A2A0FFE21BF22715146182A19_label_en-US" xlink:label="lab_us-gaap_MaturityUpTo30DaysMember_6A8AA24A2A0FFE21BF22715146182A19" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturity Less than 30 Days [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_MaturityUpTo30DaysMember" xlink:label="loc_us-gaap_MaturityUpTo30DaysMember_6A8AA24A2A0FFE21BF22715146182A19" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MaturityUpTo30DaysMember_6A8AA24A2A0FFE21BF22715146182A19" xlink:to="lab_us-gaap_MaturityUpTo30DaysMember_6A8AA24A2A0FFE21BF22715146182A19" xlink:type="arc" />
    <link:label id="lab_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A_verboseLabel_en-US" xlink:label="lab_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">1 to 3 Months</link:label>
    <link:label id="lab_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A_label_en-US" xlink:label="lab_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">thirty one to ninety [Member]</link:label>
    <link:label id="lab_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A_documentation_en-US" xlink:label="lab_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">thirty one to ninety [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_ThirtyOneToNinetyMember" xlink:label="loc_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A" xlink:to="lab_agnc_ThirtyOneToNinetyMember_7589EEC953A14AC2AD67715146180F5A" xlink:type="arc" />
    <link:label id="lab_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E_terseLabel_en-US" xlink:label="lab_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">3 to 6 Months</link:label>
    <link:label id="lab_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E_label_en-US" xlink:label="lab_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">4 to 6 Months [Member]</link:label>
    <link:label id="lab_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E_documentation_en-US" xlink:label="lab_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">4 to 6 Months [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A4to6MonthsMember" xlink:label="loc_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E" xlink:to="lab_agnc_A4to6MonthsMember_479F296DD2E69F4F4C3571514618E48E" xlink:type="arc" />
    <link:label id="lab_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385_verboseLabel_en-US" xlink:label="lab_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">6 to 9 Months</link:label>
    <link:label id="lab_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385_label_en-US" xlink:label="lab_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">7 to 9 months [Member]</link:label>
    <link:label id="lab_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385_documentation_en-US" xlink:label="lab_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">7 to 9 months [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A7to9monthsMember" xlink:label="loc_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385" xlink:to="lab_agnc_A7to9monthsMember_B07FF698F72722FD053F715146187385" xlink:type="arc" />
    <link:label id="lab_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11_verboseLabel_en-US" xlink:label="lab_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">9 to 12 Months</link:label>
    <link:label id="lab_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11_label_en-US" xlink:label="lab_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">10 to 12 Months [Member]</link:label>
    <link:label id="lab_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11_documentation_en-US" xlink:label="lab_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">10 to 12 Months [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A10to12MonthsMember" xlink:label="loc_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11" xlink:to="lab_agnc_A10to12MonthsMember_18DFF1E1961D360335C1715146188E11" xlink:type="arc" />
    <link:label id="lab_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732_terseLabel_en-US" xlink:label="lab_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">12 to 24 Months</link:label>
    <link:label id="lab_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732_label_en-US" xlink:label="lab_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">13 to 24 Months [Member]</link:label>
    <link:label id="lab_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732_documentation_en-US" xlink:label="lab_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">13 to 24 Months [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A13to24MonthsMember" xlink:label="loc_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732" xlink:to="lab_agnc_A13to24MonthsMember_FC0DCBD782C79D00851971514618C732" xlink:type="arc" />
    <link:label id="lab_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793_terseLabel_en-US" xlink:label="lab_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">24 to 36 Months</link:label>
    <link:label id="lab_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793_label_en-US" xlink:label="lab_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">25 to 36 months [Member]</link:label>
    <link:label id="lab_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793_documentation_en-US" xlink:label="lab_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">25 to 36 months [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A25to36monthsMember" xlink:label="loc_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793" xlink:to="lab_agnc_A25to36monthsMember_31E9997F18B0ABD73DE0715146182793" xlink:type="arc" />
    <link:label id="lab_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725_verboseLabel_en-US" xlink:label="lab_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">36 to 48 months</link:label>
    <link:label id="lab_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725_label_en-US" xlink:label="lab_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">37 to 48 months [Member]</link:label>
    <link:label id="lab_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725_documentation_en-US" xlink:label="lab_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">37 to 48 months [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A37to48monthsMember" xlink:label="loc_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725" xlink:to="lab_agnc_A37to48monthsMember_1356945AEB46C82E2256715146189725" xlink:type="arc" />
    <link:label id="lab_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A_verboseLabel_en-US" xlink:label="lab_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">48 to 60 Months</link:label>
    <link:label id="lab_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A_label_en-US" xlink:label="lab_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">49 to 60 Months [Member]</link:label>
    <link:label id="lab_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A_documentation_en-US" xlink:label="lab_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">49 to 60 Months [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A49to60MonthsMember" xlink:label="loc_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A" xlink:to="lab_agnc_A49to60MonthsMember_557F4C58D3BAF14CD7D2715146185E7A" xlink:type="arc" />
    <link:label id="lab_us-gaap_MaturityOvernightMember_CCAD7271A1322C38BB41715146180D95_terseLabel_en-US" xlink:label="lab_us-gaap_MaturityOvernightMember_CCAD7271A1322C38BB41715146180D95" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Maturity Overnight [Member]</link:label>
    <link:label id="lab_us-gaap_MaturityOvernightMember_CCAD7271A1322C38BB41715146180D95_label_en-US" xlink:label="lab_us-gaap_MaturityOvernightMember_CCAD7271A1322C38BB41715146180D95" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Maturity Overnight [Member]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_MaturityOvernightMember" xlink:label="loc_us-gaap_MaturityOvernightMember_CCAD7271A1322C38BB41715146180D95" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_MaturityOvernightMember_CCAD7271A1322C38BB41715146180D95" xlink:to="lab_us-gaap_MaturityOvernightMember_CCAD7271A1322C38BB41715146180D95" xlink:type="arc" />
    <link:label id="lab_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E_terseLabel_en-US" xlink:label="lab_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">2 Days to 1 Month [Member]</link:label>
    <link:label id="lab_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E_label_en-US" xlink:label="lab_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">2 Days to 1 Month [Member]</link:label>
    <link:label id="lab_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E_documentation_en-US" xlink:label="lab_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">U.S. Treasury Repurchase Agreements from 2 Days to 1 Month [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_A2Daysto1MonthMember" xlink:label="loc_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E" xlink:to="lab_agnc_A2Daysto1MonthMember_C616B002FDCBD84ABE5A71514619C30E" xlink:type="arc" />
    <link:label id="lab_us-gaap_StatementLineItems_9724FBFB6B33BBC284E371514619DC87_terseLabel_en-US" xlink:label="lab_us-gaap_StatementLineItems_9724FBFB6B33BBC284E371514619DC87" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Statement [Line Items]</link:label>
    <link:label id="lab_us-gaap_StatementLineItems_9724FBFB6B33BBC284E371514619DC87_label_en-US" xlink:label="lab_us-gaap_StatementLineItems_9724FBFB6B33BBC284E371514619DC87" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement [Line Items]</link:label>
    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_StatementLineItems" xlink:label="loc_us-gaap_StatementLineItems_9724FBFB6B33BBC284E371514619DC87" xlink:type="locator" />
    <link:labelArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/concept-label" xlink:from="loc_us-gaap_StatementLineItems_9724FBFB6B33BBC284E371514619DC87" xlink:to="lab_us-gaap_StatementLineItems_9724FBFB6B33BBC284E371514619DC87" xlink:type="arc" />
    <link:label id="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchase_8A17D89B42607A614EF971514619D502_verboseLabel_en-US" xlink:label="lab_us-gaap_SecuritiesSoldUnderAgreementsToRepurchase_8A17D89B42607A614EF971514619D502" xlink:role="http://www.xbrl.org/2003/role/verboseLabel" xlink:type="resource" xml:lang="en-US">Repurchase Agreements</link:label>
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    <link:label id="lab_agnc_A13MonthsMember_4BDF67E39E33F4AB845849A66FD842E1_terseLabel_en-US" xlink:label="lab_agnc_A13MonthsMember_4BDF67E39E33F4AB845849A66FD842E1" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">13 Months [Member]</link:label>
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    <link:label id="lab_us-gaap_ShortTermDebtTypeAxis_B4BB46745E9B97CD1FB649A66FD83C88_label_en-US" xlink:label="lab_us-gaap_ShortTermDebtTypeAxis_B4BB46745E9B97CD1FB649A66FD83C88" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Debt, Type [Axis]</link:label>
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    <link:label id="lab_us-gaap_ShortTermDebtTypeDomain_1428F85732B4A0DDCE9D49A66FD85FE8_terseLabel_en-US" xlink:label="lab_us-gaap_ShortTermDebtTypeDomain_1428F85732B4A0DDCE9D49A66FD85FE8" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Short-term Debt, Type [Domain]</link:label>
    <link:label id="lab_us-gaap_ShortTermDebtTypeDomain_1428F85732B4A0DDCE9D49A66FD85FE8_label_en-US" xlink:label="lab_us-gaap_ShortTermDebtTypeDomain_1428F85732B4A0DDCE9D49A66FD85FE8" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Debt, Type [Domain]</link:label>
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    <link:label id="lab_us-gaap_ShortTermDebtLineItems_18F5DEE5F01D0466D53549A66FD87402_label_en-US" xlink:label="lab_us-gaap_ShortTermDebtLineItems_18F5DEE5F01D0466D53549A66FD87402" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Short-term Debt [Line Items]</link:label>
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    <link:label id="lab_agnc_FHLBWeightedAverageDaystoMaturity_8A77FCD05909FC55DF6D49A66FD8C195_terseLabel_en-US" xlink:label="lab_agnc_FHLBWeightedAverageDaystoMaturity_8A77FCD05909FC55DF6D49A66FD8C195" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">FHLB Weighted Average Days to Maturity</link:label>
    <link:label id="lab_agnc_FHLBWeightedAverageDaystoMaturity_8A77FCD05909FC55DF6D49A66FD8C195_label_en-US" xlink:label="lab_agnc_FHLBWeightedAverageDaystoMaturity_8A77FCD05909FC55DF6D49A66FD8C195" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">FHLB Weighted Average Days to Maturity</link:label>
    <link:label id="lab_agnc_FHLBWeightedAverageDaystoMaturity_8A77FCD05909FC55DF6D49A66FD8C195_documentation_en-US" xlink:label="lab_agnc_FHLBWeightedAverageDaystoMaturity_8A77FCD05909FC55DF6D49A66FD8C195" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">FHLB Weighted Average Days to Maturity</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_FHLBWeightedAverageDaystoMaturity" xlink:label="loc_agnc_FHLBWeightedAverageDaystoMaturity_8A77FCD05909FC55DF6D49A66FD8C195" xlink:type="locator" />
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    <link:label id="lab_us-gaap_StatementOfCashFlowsAbstract_390E3D25047B9604722170CACC56BEE4_label_en-US" xlink:label="lab_us-gaap_StatementOfCashFlowsAbstract_390E3D25047B9604722170CACC56BEE4" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Statement of Cash Flows [Abstract]</link:label>
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    <link:label id="lab_us-gaap_ProceedsFromPaymentsForSecuritiesPurchasedUnderAgreementsToResell_E3ACE9CD1627B98009ED70CACC572E14_terseLabel_en-US" xlink:label="lab_us-gaap_ProceedsFromPaymentsForSecuritiesPurchasedUnderAgreementsToResell_E3ACE9CD1627B98009ED70CACC572E14" xlink:role="http://www.xbrl.org/2003/role/terseLabel" xlink:type="resource" xml:lang="en-US">Net proceeds from (payments on) reverse repurchase agreements</link:label>
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    <link:label id="lab_agnc_AtParValueMember_C4209CE6A1050EE6FEAC49A66F37C6B6_label_en-US" xlink:label="lab_agnc_AtParValueMember_C4209CE6A1050EE6FEAC49A66F37C6B6" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">At Par Value [Member]</link:label>
    <link:label id="lab_agnc_AtParValueMember_C4209CE6A1050EE6FEAC49A66F37C6B6_documentation_en-US" xlink:label="lab_agnc_AtParValueMember_C4209CE6A1050EE6FEAC49A66F37C6B6" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">At Par Value [Member]</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_AtParValueMember" xlink:label="loc_agnc_AtParValueMember_C4209CE6A1050EE6FEAC49A66F37C6B6" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.sec.gov/invest/2013/invest-2013-01-31.xsd#invest_DerivativeNotionalAmount" xlink:label="loc_invest_DerivativeNotionalAmount_0143753AA66C88ED880949A66F387F66" xlink:type="locator" />
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    <link:label id="lab_agnc_DerivativeForwardSettlementValue_24995B2D8F2CC2D6443749A66F384186_documentation_en-US" xlink:label="lab_agnc_DerivativeForwardSettlementValue_24995B2D8F2CC2D6443749A66F384186" xlink:role="http://www.xbrl.org/2003/role/documentation" xlink:type="resource" xml:lang="en-US">Derivative, Forward Settlement Value</link:label>
    <link:loc xlink:href="agnc-20161231.xsd#agnc_DerivativeForwardSettlementValue" xlink:label="loc_agnc_DerivativeForwardSettlementValue_24995B2D8F2CC2D6443749A66F384186" xlink:type="locator" />
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    <link:loc xlink:href="http://xbrl.fasb.org/us-gaap/2016/elts/us-gaap-2016-01-31.xsd#us-gaap_DerivativeFairValueOfDerivativeNet" xlink:label="loc_us-gaap_DerivativeFairValueOfDerivativeNet_122A5A570437284D1AFB49A66F38B33C" xlink:type="locator" />
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    <link:label id="lab_us-gaap_AssetsAbstract_058FEC50C1236B2496D170CACC6B3836_label_en-US" xlink:label="lab_us-gaap_AssetsAbstract_058FEC50C1236B2496D170CACC6B3836" xlink:role="http://www.xbrl.org/2003/role/label" xlink:type="resource" xml:lang="en-US">Assets [Abstract]</link:label>
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