From 97a6bf397431650a2ab8abea9e1f5f8723e557a3 Mon Sep 17 00:00:00 2001
From: Daniel Rosel <daniel@alves.world>
Date: Wed, 8 Apr 2026 22:00:25 +0200
Subject: [PATCH] making proper api citation

---
 paper/.latexmkrc                 |   5 +++--
 paper/src/chapters/mdp_agent.pdf | Bin 10931 -> 10932 bytes
 paper/src/chapters/mdp_human.pdf | Bin 11953 -> 11953 bytes
 paper/src/preamble.tex           |   5 +++--
 4 files changed, 6 insertions(+), 4 deletions(-)

diff --git a/paper/.latexmkrc b/paper/.latexmkrc
index 38c50d1..531ea3e 100644
--- a/paper/.latexmkrc
+++ b/paper/.latexmkrc
@@ -1,6 +1,7 @@
 $pdf_mode = 1;
 $pdflatex = 'pdflatex -synctex=1 -interaction=nonstopmode -file-line-error %O %S';
-$bibtex_use = 2;                       # run bibtex when needed
-$bibtex   = 'bibtex %O %B';
+$bibtex_use = 2;                       # run biber when biblatex .bcf changes
+# biber runs with cwd = -outdir (paper/build); .bib paths are relative to paper/src
+$biber    = 'biber --input-directory=../src %O %S';
 $pdf_previewer = 'zathura %O %S';
 $clean_ext = 'synctex.gz bbl bcf run.xml fls fdb_latexmk glg glo gls ist blg lof lot out toc';
diff --git a/paper/src/chapters/mdp_agent.pdf b/paper/src/chapters/mdp_agent.pdf
index b0911f18c069e6ea57ee7992c27bf88ad3495015..f9a1eb978ebeec22047c2ad833246010b28cac89 100644
GIT binary patch
delta 321
zcmV-H0lxmTRkT&Ge<**#FcgK~`zy}NSY^;AG1e-@2P?=J15w|`9zq&wU^FF3$Ncw8
zs&$M!-H&^6&f!v!gcewkgn=$-LYJ5?i=?WMpRc__eh{s434r`fHx3_QAUNW4M70?@
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z{Gr%eGxVscIK=tpGSUg10=1%ZeRPx83BSVIK}}N~wsz`UOLg3DBMhk{KPqPiE0x3i
z;du%|>2Kj(xWg2`g0=AC%e41?;Rg45Vd)nG9dA&RkSQMmI53m3Db5VVKrzi-3=9C}
TxCuOyiz*-pG72RnMNdWw8Df*o

delta 320
zcmV-G0l)sVRkKyFe<**0FcgK~{T1hBOc`imt+hq^P=zwaKy2T}9zqOO7)Fvf)_=c5
zt7GKl-j927&gD`NkEYlXF9zLGkM6M9rCy#Ry50wYsA8?q9)RerYcxI(gP_LegbF$K
z2GlzqCq<=XGjgHebJi&d8qzFG;NOfH^dX8S+A22OI<7;h+8}?JzfppjPWB};0)Baj
zNt}{|WYiWkc_HyLA;Dtu7Yk3;+UYB%gv;TQP2gQL9XrV%8<*G@XUQHkrTaB@Z>&Hg
zSrum`#{qfn8rRP*6J5~7QpI{bI5&P@@GFcO#nKgasubTH7xnq%piS*~EwmgJ7aE(@
z^J0bE%;B}Y!@m;+3uf4tY#;mC8$8ytL%;SPZ$y)kDIWqiIg_#}&J0CBG0mL}3;^Y=
S2|AOEDj*0k3MC~)PeuyD<C4Ds

diff --git a/paper/src/chapters/mdp_human.pdf b/paper/src/chapters/mdp_human.pdf
index cced37da2848d24b54e43f309be7bb7eee4c105e..b40208093adfb0bb4468b1819ca692f1e28754fe 100644
GIT binary patch
delta 291
zcmV+;0o?wvU9nxTdn|uZYr-%Th2Qfl&dZo(&?d2sPKpm&kTC|LdmDQQG1S0lN|KKG
z@0V2T7<sxM_vD<zWuSx!RFrVAiV?QJd?83(qj<mc8pU3=+7kf9t2udmfP><I&k=3y
z&;>BEUXO~sv!_96hnbSbS+JZf^AfXj2)$nw#YkHx`?FC#x2}K9vg<ca%V2ER$e=N6
zR-AG{OS<H&DogQ1`6H#-Wbzja579d5_tNQ<BPAQbn?4!2u|F{`jgLQzCAg>-_t;&C
z0*~^p*f~4&sOvPO`RX##2^}MKvh#g%Q<n+9Ah<zK(>883`r9ad*liMwsS`hFZwIHe
p$NcVjj6xNz;e8go!@q)C8RVC3Z~fv8ZuR2QF9#KGRkM#RA^}=3k)Hqn

delta 291
zcmV+;0o?wvU9nxTdn|v!YQr!PMDPBJxs=8fY)Nr!H<%ofKq#dUlHN)WLKcppSVodd
z^Y>lZaZ1r;_pzgyWjR>HbF5e-z*jut1(rn~RTa|rYp;<WWusjLAbo9XhYtuaobWlK
zof$e09&I+G;%H4hC~dJ&vb6?0;boFxaq+%)>ogr{V`YD7l}mq&ZQ^+P#%k$X)9t0#
zSnSt=iJWDu<W%tNiHS$X;@RXc79Pkt=#SFskRv1;!JDpIxivo&m(df?c?prPihJzN
zlfWUnD-PBSJ*p}+p`TnvI-@gDD?8T*H+7xy3%nil-0f&;ufJQRPls)QlsfQ}c4n|j
pJ1p;>XA&wug?AQohkpz1q?cc&x$Q?cxUEM+zxo$%NwbeFA_1cki~s-t

diff --git a/paper/src/preamble.tex b/paper/src/preamble.tex
index 9b680c1..910ae67 100644
--- a/paper/src/preamble.tex
+++ b/paper/src/preamble.tex
@@ -25,6 +25,7 @@
 \usepackage{graphicx}
 \usepackage{hyperref}
 \usepackage{booktabs}
+\usepackage[american]{babel}
 \usepackage{csquotes}
 \usepackage{subcaption}
 \usepackage{siunitx}
@@ -57,8 +58,8 @@
     literate={·}{{\textperiodcentered}}1 {−}{{\textminus}}1 {—}{{---}}1 {–}{{--}}1
 }
 
-% Use biblatex with authoryear style for in-text citations like (Author, Year)
-\usepackage[backend=bibtex,style=authoryear,natbib=true,maxcitenames=2]{biblatex}
+% APA 7-style references and citations (requires biber)
+\usepackage[style=apa,backend=biber]{biblatex}
 \addbibresource{bib/references.bib}
 
 % Page headers (SciTech format)