diff --git a/.cspell/julia_words.txt b/.cspell/julia_words.txt
index eb3b29b18..8b7b3d40c 100644
--- a/.cspell/julia_words.txt
+++ b/.cspell/julia_words.txt
@@ -1,5298 +1,5301 @@
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 Eigensystems
-eigvals
-eigvecs
-blks
-eigen
-blas'd
-issymmetric
-ishermitian
-cgap
-cinc
-axpy
-axpby
-asum
-blascopy
-dotc
-dotu
-scal
-iamax
-gbmv
-gemv
-hemv
-hpmv
-sbmv
-spmv
-symv
-trsv
-trmv
-herk
-gemm
-symm
-hemm
-syrk
-trmm
-trsm
-Blas
-chkstride
-blasfunc
-incx
-DROT
-DSCAL
-DDOT
+Éire
+Elementum
+Elim
+Elroang
+Eltype
+Elzbar
+Emscripten
+Endre
+Enim
+Eror
+Errored
+Eval
+FAILONERROR
+FASTIN
+FDLIBM
+FERR
+FFMPEG
+FFUNC
+FNMATCH
+FNMATCHFUNC
+FPREM
+FSOPT
+FTPSSLAUTH
+Fabrizio
+Facilisi
+Fausboll
+Fausbøll
+Fdata
+Felis
+Ferr
+Finalizer
+Finalizers
+Fong
+Føøbar
+Francesco
+Frane
+Frechet
+Fréchet
+Fringilla
+Frobenius
+Funcs
+Funs
+GESW
+GETADDRINFO
+GETFL
+GLIBCXX
+GNUTLS
+GSKIT
+GSSAPI
+GSSNEGOTIATE
+Gaon
+Gebreselassie
+Gérard
+Giorgos
+Gluster
+Goertzel
+Golub
+Gonpo
+Grebenshchikov
+Grogu
+Gudmundsdottir
+Guðmundsdóttir
+HASBACKSLASHC
+HASCRORLF
+HAYASHIBARA
+HEXSZ
+HLINKCOUNT
+HMAC
+HOWMNY
+HWPOISON
+Haarnoja
+Hafez
+Haile
+Halim
+Hanek
+Hauch
+Hcode
+Hdownarrow
+Hellx
+Higham
+Hinv
+Hola
+Hoption
+Hwloc
+Hyndman
+IDDICT
+IDXENTRY
+IFBLK
+IFCHR
+IFDIR
+IFIFO
+IFLNK
+IFMODSINCE
+IFMT
+IFREG
+IFSOCK
+IFST
+IFUNC
+IFUNMODSINCE
+IIIE
+IIUR
+IJOB
+ILST
+IMAP
+IMAPS
 INCX
-xstride
-ystride
-DNRM
-ASUM
-DAXPY
-DAXPBY
-DGEMV
-DGBMV
-leny
-auiliary
-DSYMV
-UPLO
-ZHPMV
-DSBMV
-DSPMV
-hbmv
-ZHBMV
-DTRMV
-DTRSV
-relty
-DGEMM
-TRANSA
-TRANSB
-DSYMM
-DHEMM
-DSYRK
-CHERK
-DSYR
-DTRMM
-transa
-DTRSM
-rdest
-rsrc
-unconjugated
-ipiv
-sytrf
-hetrf
-syconvf
-syconv
-issuccess
-copytri
-sytrs
-hetrs
-logabsdet
-chol
-unpivoted
-choltype
-cholcopy
-potrf
-pstrf
-chkfullrank
-Cnew
-Cfactors
-Cuplo
-potrs
-rdiv
-isposdef
-logdet
+INET
+INFILE
+INFILESIZE
+INOUT
+INTERP
+INVAL
+IPCXN
+IPIV
+IPRESOLVE
+IRGRP
+IROTH
+IRUSR
+IRWXG
+IRWXO
+IRWXU
+ISDAYOFWEEK
+ISGID
 ISONE
-triacheck
-diagm
-mnmax
-mmax
-schurpow
-Schur
-diagonalization
-eigendecomposition
-Higham
-gebal
-opnorm
+ISUID
+ISUPPZ
+ISVTX
+ITEROVER
+ITYPE
+IWGRP
+IWORK
+IWOTH
+IWUSR
+IXGRP
+IXOTH
+IXUSR
+Idst
+Imag
+Inds
+Inet
+Infs
+Initialise
+Inplace
+Intai
+Inteter
+Intrinsics
+Ints
+Iout
+Iptr
+Irand
+Ísland
+Isorted
+Italiano
+Itypes
+J'étais
+JCHANGED
+JITSIZE
+JITTARGET
+JOBQ
+JOBU
+JOBV
+JOBVL
+JOBVR
+JOBVS
+JOBVSL
+JOBVSR
+JOBVT
+JOBZ
+JPOLY
+JPVT
+Jezek
+Ježek
+Jiahao
+Jonsson
+Jrand
+Jsorted
+Jugoslavija
+KEEPINTVL
+KEEPONFORK
+KEYPASSWD
+KRBLEVEL
+KUBOTA
+Kågström
+Kahan
+Kaygisiz
+Kierkegård
+Kolthoum
+Koppa
+Kron
+Kwargs
+LAPACK
+LAPACK's
+LCMAP
+LDAB
+LDAF
+LDAPS
+LDLT
+LDVL
+LDVR
+LDVS
+LDVSL
+LDVSR
+LDVT
+LIBRESSL
+LIBZ
+LIWORK
+LOOPID
+LPROC
+LPROCROLE
+LRWORK
+LVALUE
+LWORK
+Lalign
+Larr
+Ldsh
+Lengauer
+Lenguare
+Libc
+Libdl
+Libm
+Libuv
+Linfo
+Ljqtz
+Lmirrored
+Longmapsto
+Loukas
+Lturned
+Lyapunov
+MADV
+MBEDTLS
+MDNODE
+MEXP
+MIMS
+MPFR
+MULTICWD
+MWINDOW
+Madhuri
+Magick
+Mapsto
+Marsaglia
+Matmul
+Matvec
+Mauris
+Mbed
+Mcode
+Megumi
+Mersenne
+Milcinski
+Milčinski
+Misordered
+Mmap
+Mofm
+Mohy
+Monke
+Moption
+Mori
+Mylene
+Mylène
+NARGS
+NBSP
+NETRC
+NFKC
+NFKD
+NIBPD
+NIBPM
+NIBPS
+NOCORE
+NOCTTY
+NOCWD
+NODATA
+NODELETE
+NOFOLLOW
+NOHUGEPAGE
+NOLOAD
+NOMATCH
+NOMEM
+NONAME
+NOPROGRESS
+NOPROXY
+NOSIGNAL
+NOSUBSTRING
+NOSUCHUSER
+NOSYNC
+NOTEOL
+NOUNIQUESUBSTRING
+NRHS
+NSEC
+NSYNC
+NTAGS
+NTFS
+NTLM
+Nable
+Narayan
+Neuro
+Nmax
+Nopadding
+Noreg
+Normalise
+Nothrow
+Numer
+OFLOW
+OLDPWD
+OPENBLAS
+Odio
+Ogai
+Oherwise
+Optim
+Ornare
+Österreich
+PASV
+PCRE
+PGRP
+PHDR
+PILN
+PKGEVAL
+PKGID
+POLARSSL
+POLLPRI
+POSIX
+POSTREDIR
+PRNG
+PRNGs
+PROPOFOL
+PROXYUSERPWD
+PTRBUFFER
+PTRCONTENTS
+PTRNAME
 Padé
-gesv
-rcswap
-Awad
-Mohy
-Fréchet
-schur
-quasitriu
-Björck
-Aprahamian
-MIMS
-lyap
-trsyl
-lmul
-Eigensystem
-Eigen
-Eigendecomposition
-vectorsl
-rconde
-rcondv
-eigsortby
-sorteig
-jobvl
-jobvr
-abnrm
-geevx
-evecr
-evecl
-complexeig
-evec
-valsre
-eigtype
-eigmax
-eigmin
-eigenproblem
-alphar
-alphai
-ggev
-diffent
-vnorm
-normp
-Frobenius
-Tnorm
-Tsum
-nrmj
-nrmi
-vectorpinv
-dualfn
-Skeel
-condskeel
-indsm
-indsn
-isbanded
-tridiagonalization
-normu
-swapto
-invnrm
-absvecormat
-LAPACK's
-dlartg
-safmn
-safmx
-zlartg
-czero
-safmin
-unfl
+Pinv
+Posteriori
+Pradyun
+Pretium
+Printf
+Pylab
+QUICKACK
+Qfactors
+Qmat
+Qualityof
+Quantile
+Quis
+RAWSZ
+RAXIS
+RCOND
+RCONDE
+RCONDV
+RDONLY
+RDWR
+READFUNC
+RECURSELOOP
+REDIR
+REFERER
+REGISTRYCI
+REJECTNA
+REQD
+RETR
+REUC
+REUSEADDR
+RLIMIT
+RRID
+RTLD
+RTMP
+RTMPE
+RTMPS
+RTMPT
+RTMPTE
+RTMPTS
+RTSP
+RTSPHEADER
+RTSPREQ
+RVALUE
+RWORK
+Ralha
+Ralign
+Rdest
+Rdsh
+Refxy
+Registrator
+Regressi
+Réno
+Riedmiller
+Rlarr
+Rmath
+Rouding
+Rsrc
+Rudi
+Rval
 SAFMIN
-unitful
-Appl
-Cahill
-D’Errico
-Narayan
-Kaygisiz
+SASL
+SCHANNEL
+SDIM
+SDTIN
+SEEKFUNC
+SESSIONID
+SEST
+SESTPR
+SFMT
+SIGUSR
+SIMD
+SINGLECWD
+SLIST
+SLURM
+SMBS
+SMTPS
+SNCA
+SONAME
+SPNEGO
+SPVM
+SROA
+SSLCERT
+SSLCERTPASSWD
+SSLCERTTYPE
+SSLKEYPASSWD
+SSPI
+STAA
+STRIPCC
+SYSCONFDIR
+Saens
+Saëns
 Sahin
-prevdeterminant
-hetrd
-tridiagonal
-ormhr
-ormtr
-chkargsok
-chklapackerror
-chknonsingular
-chkposdef
-chkuplo
-chktrans
-chkside
-chkdiag
-chkfinite
-chkuplofinite
-DGBTRF
-LDAB
-IPIV
-gbtrf
-mnmn
-DGBTRS
-NRHS
-gbtrs
-DGEBAL
-DGEBAK
-gebak
-eigensystem
-unpermuted
-DGEBRD
-TAUQ
+Salceanu
+Sampi
+Santaroni
+Scalings
+Schreiber
+Schultheiß
+Schur
+Sdense
+Sebastiano
+Sgnd
+Shmem
+Sigs
+Simd
+Sinead
+Sinéad
+Skeel
+Slovenija
+Smix
+Sname
+Snew
+Softw
+Soln
+Soren
+Søren
+Sqcap
+Sqcup
+Standardise
+Stmp
+Strang
+Strang's
+Strauß
+Strided
+Struct
+Structs
+Succ
+Svec
+Symm
+Syscall
+Szero
+TAOCP
 TAUP
-LWORK
-gebrd
-tauq
-taup
-lwork
-DGELQF
-gelqf
-DGEQLF
-geqlf
-DGEQP
-JPVT
-geqp
-jpvt
-cmplx
-rwork
-geqrt
-minmn
-geqrfp
-DGEQRFP
-geqrf
-DGERQF
-gerqf
-DGETRF
-getrf
-larfg
-incv
-larf
-orthogonaliztion
-ZTZRZF
-tzrzf
-ZUNMRZ
-ormrz
-DGELS
-btrn
-DGESV
-DGETRS
-getrs
-nrhs
-DGETRI
-getri
-DGESVX
-LDAF
-EQUED
-RCOND
-FERR
-BERR
-IWORK
-gesvx
-equed
-ldaf
-rcond
-ferr
-berr
-iwork
-rpgf
-ZGESVX
-RWORK
-equilbrating
-DGELSD
-gelsd
-DGELSY
-gelsy
+TAUQ
+TAXB
+TESTB
+TIMECOND
+TMPDIR
+TRANSA
+TRANSB
+TRUNC
+Tanon
+Tañón
+Tdense
+Teste
+Texin
+Tfull
+Thongchai
+Ticolptr
+Tirowval
+Tldlt
+Tmats
+Tmix
+Tname
+Tnorm
+Topo
+Toshinobu
+Triangualar
+Tridiag
+Tridiagonal
+Trisolve
+Tsang
+Tset
+Tsum
+Tsym
+Ttri
+Tvalue
+Tvnzval
+Tzero
+UCOND
+UFUNC
+UICK
+UICKER
+UICKEST
+UITEM
+UNBUFFERED
+UNDEFREF
+UNGREEDY
+UNHASHED
+UNINFERRED
+UNKNOWNCMD
+UNKNOWNID
+UNKWN
+UNLOCKFUNC
+UNMERGEABLE
+UNSPEC
+UPLEVEL
+UPLO
+UPTO
+UPTODATE
+URANDOM
+Ubig
+Udffff
+Ueffff
+Ufffff
+Ullamcorper
+Unexported
+Unext
+Unindented
+Unitful
+Unkown
+Unpruned
+Unsat
+Uonly
+Updownarrow
+Usmani
+Usym
+Utilstrue
+Uuparrow
+Varargs
+Vargarg
+Vcpus
+Vecs
+Veque
+Vigna
+Vitter
+Viverra
+Vleftarrow
+Vleftarrowtail
+Vleftrightarrow
+Voeller
+Völler
+Volutpat
+Voxel
+Vrightarrow
+Vrightarrowtail
+Vtwoheadleftarrow
+Vtwoheadleftarrowtail
+Vtwoheadrightarrow
+Vtwoheadrightarrowtail
+WANTQ
+WANTZ
+WINNT
+WIPEONFORK
+WOLFSSL
+WRITEFUNC
+WRONLY
+WSSIZE
+Wałęsa
+Welford
+Worl
+XFERINFODATA
+XFERINFOFUNCTION
+XOAUTH
+Xoshiro
+Xword
+Ydirs
+Yehoram
+ZGECON
+ZGEEVX
 ZGELSD
 ZGELSY
-DGGLSE
-gglse
-DGEEV
-JOBVL
-JOBVR
-LDVL
-LDVR
-geev
-lvecs
-rvecs
-DGESDD
-JOBZ
-LDVT
-gesdd
-sgesdd
-DGESVD
-JOBU
-JOBVT
-gesvd
-jobu
-jobvt
-ZGGSVD
-JOBV
-JOBQ
-ggsvd
-jobv
-jobq
-DGEEVX
-BALANC
-ABNRM
-RCONDE
-RCONDV
-balanc
-ldvl
-ldvr
-iworksize
-DGGEV
-ALPHAR
-ALPHAI
-ZGEEVX
+ZGESVX
 ZGGEV
-DLAIC
-SEST
-SESTPR
-sest
-sestpr
+ZGGSVD
+ZHANG
+ZHBMV
+ZHEEV
+ZHEEVR
+ZHEGVD
+ZHESV
+ZHETRF
+ZHETRI
+ZHETRS
+ZHPMV
 ZLAIC
-DGTSV
-gtsv
-DGTTRF
-gttrf
-DGTTRS
-gttrs
-DORGLQ
-orglq
-DORGQR
-orgqr
-DORGQL
-orgql
-DORGRQ
-orgrq
-DORMLQ
-ormlq
-DORMQR
-ormqr
-DORMQL
-ormql
-DORMRQ
-ormrq
-gemqrt
-DPOSV
-posv
-DPOTRF
-DPOTRI
-potri
-DPOTRS
-DPSTRF
-rtyp
-DPTSV
-ptsv
-DPTTRF
-pttrf
-DPTTRS
-pttrs
 ZPTTRS
-DTRTRI
-trtri
-DTRTRS
-trtrs
-DTRCON
-trcon
-DTREVC
-HOWMNY
-trevc
-howmny
-DTRRFS
-trrfs
-Ferr
-Berr
+ZSYCONV
+ZSYCONVF
+ZSYSV
+ZSYTRF
+ZSYTRI
+ZSYTRS
 ZTRCON
 ZTREVC
 ZTRRFS
-ZHEEV
-stev
+ZTZRZF
+ZUNMRZ
+ZWSPACE
+Zeray
+Zigurrat
+Ziyi
 Zmat
-DSTEBZ
-stebz
-nsplit
-iblock
+aaas
+aarc
+aarch
+aargtypes
+abcdefghi
+abcdefghij
+abcdefghijklmnopqrstuvwxyz
+abcdefghκijklmno
+abcα
+abexp
+abigfloat
+abigint
+abiword
+abnrm
+abritrary
+absa
+absc
+absd
+absi
+absn
+absolutified
+absr
+absspvec
 abstol
-stegr
-jobz
-isuppz
-liwork
-ifail
-eigvalues
-DSYCONV
-DSYSV
-sysv
-DSYTRF
-DSYTRI
-sytri
+abstr
+absvecormat
+absx
+absxd
+acap
+acbc
+accum
+accumulaten
+accuracz
+accurrent
+aclass
+acntrl
+acomplexintmat
+acomplexintmatmat
+acomplexintvec
+acomplexintvecvec
+acontrol
+acopy
+acosd
+acosf
+acosh
+acot
+acotd
+acoth
+acro
+acsc
+acscd
+acsch
+adata
+adce
+addenv
+addf
+addi
+addin
+addmul
+addp
+addprocs
+addrlen
+addrs
+addrspace
+addrspacecast
+addrv
+adiag
+adipiscing
+adipisicing
+adiumxtra
+adjortrans
+adxy
+aelt
+aeol
+aest
+aexpr
+aexprs
+afile
+afixed
+afoldl
+afoo
+aftw
+afunc
+aher
+aherm
+aidx
+aimg
+ainit
+aint
+akeys
+akku
+algorigthm
+algs
+aliasof
+aliquet
+allbuf
+allconst
+alleltypes
+alloc
+alloca
+allocres
+allocs
+alloftype
+allvals
+alnums
+alower
+alphai
+alphar
+altnzcv
+amalg
+amax
+ambig
+ambigconvert
+ambs
+amet
+amibuities
+ampm
+angdnr
+angleubar
+annodex
+annodmats
+annospcmat
+annospcmata
+annospcmatb
+annospcmats
+annot
+anns
+anonfn
+anonfunc
+anopc
+anorm
+anumber
+anyconst
+anyvec
+aoff
+aoffs
+aorig
+août
+apdh
+apds
+apinv
+apos
+aposs
+appl
+applyf
+applys
+applyxform
+approxeq
+approxeqq
+aprimary
+apunct
+aqbuick
+aqbuicker
+aqbuickest
+arbritrary
+arceq
+archv
+arcp
+arcu
+argextype
+argk
+argt
+argumets
+argvals
+armv
+arounds
+arrty
+arxiv
+asbits
+asbitset
+asdf
+asec
+asecd
+asech
+ashr
+asimd
+asind
+asinf
+asinh
+asinhf
+asize
+askey
+aslcs
+asprintf
+asquare
 assertargsok
-DSYTRS
-DSYCONVF
-ZSYCONV
-ZHESV
-hesv
-ZHETRF
-ZHETRI
-hetri
-ZHETRS
-ZSYSV
-ZSYTRF
-ZSYTRI
-ZSYTRS
-ZSYCONVF
+assym
+astart
+asteq
+astname
+astuple
+asum
+asuuid
+asww
+asym
+asymbol
+asymp
+asymsq
+asynccb
+atand
+atanf
+atanh
+atanhf
+atanpi
+atdoc
+atexit
+atifact
+atinvokelatest
+atol
+atomicrmw
+atomsrv
+atreplinit
+atri
+atthreads
+attrlist
+atyp
+atype
+atypes
+augue
+auiliary
+aupper
+aute
+auths
+avec
+avecvec
+avril
+awide
+awint
+axpby
+axpy
+axred
+axsv
+aδcaδcx
+aβcd
+äπçđ
+âξme
+baar
+bacde
+backdge
+backppprime
+backpprime
+backsimeq
+badf
+badifact
+badinds
+badssl
+baexp
+balanc
+barbazbaz
+barty
+barƀäżƀäż
+basef
+bazbarbaz
+bazƀäṙbaz
+bbedit
+bbidxiter
+bbnum
+bbolin
+bbrange
+bbrktbrk
+bbsum
+bcade
+bcaed
+bcast
+bcastdst
+bccolrangej
+bcoff
+bcomplex
+bcpio
+bcraw
+bcsm
+bdict
+bdiff
+bdsdc
+bdsqr
+becuase
+becuse
+beginofline
+behaviour
+bento
+benzenr
+berr
+bfile
+bfixed
+bflua
+bfrak
+bfunc
+bidiag
+bidiagcopy
+bidiagmat
+bidiagonal
+bidx
+bigalloc
+bigblacktriangleup
+bigints
+bignum
+bigodot
+bigoplus
+bigotimes
+bigsqcap
+bigsqcup
+bigtriangleup
+biguplus
+bimg
+binade
+binaryop
+bindingexpr
+bindto
+binf
+binit
+binrepr
+bint
+bitcnt
+bitfindprev
+bitop
+bkarow
+bkitem
+bkobj
+blackcircleulquadwhite
+blandit
+blas
+blas'd
+blascopy
+blasfunc
+blech
+blergh
+blkhorzoval
+blks
+blockinterp
+blockm
+blockqtrshaded
+blockthreeqtrshaded
+blsr
+bmat
+bname
+bnew
+bnopc
+bodyexpr
+boldfrak
+bools
+boxbslash
+boxupcaret
+brcvd
+breal
+brnch
+broacast
+brotli
+brref
+bsearch
+bsent
+bset
+bsize
+bslash
+bslashcomplete
+bsolhsub
+bstr
+bstream
+bswap
+bsym
+btdl
+btmacro
+btrn
+btype
+bufcmp
+bufcontents
+bufend
+bumpeq
+bumpeqq
+bval
+byname
+bynum
+bynumber
+byteenv
+bέtn
+cabi
+cachfile
+cactvs
+callargs
+callconv
+callersf
+callexpr
+callf
+callto
+canconst
+candra
+candrabindu
+canonicalization
+canonicalize
+capd
+capdh
+capds
+capex
+cascii
+catchb
+catchc
+catcmd
+cbin
+cbrt
+ccall
+ccall'ed
+ccall's
+ccallable
+ccalltest
+ccdp
+cchar
+cconv
+cconvert
+ccopy
+ccpp
+cdiv
+cdlink
+cdot
+cdotp
+cdots
+celtypes
+cerius
+cfile
+cflags
+cfptr
+cfset
+cftypes
+cfucntion
+cfun
+cfunc
+cfunction
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-ƀäṙƀäṙƀäṙ
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 ƀäżbarƀäż
-barƀäżƀäż
+ƀäṙbazbaz
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 ƀäżƀäṙƀäż
 ƀäṙƀäżƀäż
-πäπƀπçπđπ
-äπçđ
-πäπçπđπ
+ƀäṙƀäṙƀäṙ
+ƀäṙƀäṙṙƀäṙ
 πäπđπ
+πäπƀπçπđπ
 πäππđπ
+Δfac
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+Ḟøøbar
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+Đorđe
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 ẍẍoẍẍrẍẍo
-xxøxxrxxø
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+גאון
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+Νταλάρας
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+свидания
+Συρακούσα
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+Ἀρχιμήδης
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+შევარდნაძე
+Југославија
+Гребенщиков
+แม็คอินไตย์
diff --git a/src/ReinforcementLearningCore/src/policies/agent/offline_agent.jl b/src/ReinforcementLearningCore/src/policies/agent/offline_agent.jl
index 65e23d2d0..b7fbed376 100644
--- a/src/ReinforcementLearningCore/src/policies/agent/offline_agent.jl
+++ b/src/ReinforcementLearningCore/src/policies/agent/offline_agent.jl
@@ -6,12 +6,12 @@ export OfflineAgent, OfflineBehavior
 Used to provide an OfflineAgent with a "behavior agent" that will generate the training data
 at the `PreExperimentStage`. If `agent` is `nothing` (by default), does nothing. The `trajectory` of agent should 
 be the same as that of the parent `OfflineAgent`.
-`steps` is the number of data elements to generate, defautls to the capacity of the trajectory.
+`steps` is the number of data elements to generate, defaults to the capacity of the trajectory.
 `reset_condition` is the episode reset condition for the data generation (defaults to `ResetAtTerminal()`).
 
 The behavior agent will interact with the main environment of the experiment to generate the data.
 """
-struct OfflineBehavior{A <: Union{<:Agent, Nothing}, R}
+struct OfflineBehavior{A<:Union{<:Agent,Nothing},R}
     agent::A
     steps::Int
     reset_condition::R
@@ -19,7 +19,7 @@ end
 
 OfflineBehavior() = OfflineBehavior(nothing, 0, ResetAtTerminal())
 
-function OfflineBehavior(agent; steps = ReinforcementLearningTrajectories.capacity(agent.trajectory.container.traces), reset_condition = ResetAtTerminal())
+function OfflineBehavior(agent; steps=ReinforcementLearningTrajectories.capacity(agent.trajectory.container.traces), reset_condition=ResetAtTerminal())
     if steps == Inf
         @error "`steps` is infinite, please provide a finite integer."
     end
@@ -32,15 +32,15 @@ end
 `OfflineAgent` is an `AbstractAgent` that, unlike the usual online `Agent`, does not interact with the environment
 during training in order to collect data. Just like `Agent`, it contains an `AbstractPolicy` to be trained an a `Trajectory`
 that contains the training data. The difference being that the trajectory is filled prior to training and is not updated.
-An `OfflineBehavior` can optionaly be provided to provide an second "behavior agent" that will
+An `OfflineBehavior` can optionally be provided to provide an second "behavior agent" that will
 generate the training data at the `PreExperimentStage`. Does nothing by default. 
 """
 struct OfflineAgent{P<:AbstractPolicy,T<:Trajectory,B<:OfflineBehavior} <: AbstractAgent
     policy::P
     trajectory::T
     offline_behavior::B
-    function OfflineAgent(policy::P, trajectory::T, offline_behavior = OfflineBehavior()) where {P<:AbstractPolicy, T<:Trajectory}
-        agent = new{P,T, typeof(offline_behavior)}(policy, trajectory, offline_behavior)
+    function OfflineAgent(policy::P, trajectory::T, offline_behavior=OfflineBehavior()) where {P<:AbstractPolicy,T<:Trajectory}
+        agent = new{P,T,typeof(offline_behavior)}(policy, trajectory, offline_behavior)
         if TrajectoryStyle(trajectory) === AsyncTrajectoryStyle()
             bind(trajectory, @spawn(optimise!(policy, trajectory)))
         end
@@ -48,12 +48,12 @@ struct OfflineAgent{P<:AbstractPolicy,T<:Trajectory,B<:OfflineBehavior} <: Abstr
     end
 end
 
-OfflineAgent(;policy, trajectory, offline_behavior = OfflineBehavior()) = OfflineAgent(policy, trajectory, offline_behavior)
+OfflineAgent(; policy, trajectory, offline_behavior=OfflineBehavior()) = OfflineAgent(policy, trajectory, offline_behavior)
 @functor OfflineAgent (policy,)
 
-Base.push!(::OfflineAgent{P,T, <: OfflineBehavior{Nothing}}, ::PreExperimentStage, env::AbstractEnv) where {P,T} = nothing
+Base.push!(::OfflineAgent{P,T,<:OfflineBehavior{Nothing}}, ::PreExperimentStage, env::AbstractEnv) where {P,T} = nothing
 #fills the trajectory with interactions generated with the behavior_agent at the PreExperimentStage.
-function Base.push!(agent::OfflineAgent{P,T, <: OfflineBehavior{<:Agent}}, ::PreExperimentStage, env::AbstractEnv) where {P,T}
+function Base.push!(agent::OfflineAgent{P,T,<:OfflineBehavior{<:Agent}}, ::PreExperimentStage, env::AbstractEnv) where {P,T}
     is_stop = false
     policy = agent.offline_behavior.agent
     steps = 0
@@ -71,6 +71,6 @@ function Base.push!(agent::OfflineAgent{P,T, <: OfflineBehavior{<:Agent}}, ::Pre
                 break
             end
         end # end of an episode
-    push!(policy, PostEpisodeStage(), env)
-    end    
+        push!(policy, PostEpisodeStage(), env)
+    end
 end
\ No newline at end of file
diff --git a/src/ReinforcementLearningCore/src/policies/approximator.jl b/src/ReinforcementLearningCore/src/policies/approximator.jl
index ce0dd8604..983fce55e 100644
--- a/src/ReinforcementLearningCore/src/policies/approximator.jl
+++ b/src/ReinforcementLearningCore/src/policies/approximator.jl
@@ -40,7 +40,7 @@ The two common usages of TargetNetwork are
 Implements the `RLBase.optimise!(::TargetNetwork, ::Gradient)` interface to update the model with the gradient
 and the target with weights replacement or Polyak averaging.
 
-Note to developpers: `model(::TargetNetwork)` will return the trainable Flux model 
+Note to developers: `model(::TargetNetwork)` will return the trainable Flux model 
 and `target(::TargetNetwork)` returns the target model and `target(::Approximator)`
 returns the non-trainable Flux model. See the RLCore documentation.
 """
@@ -52,7 +52,7 @@ mutable struct TargetNetwork{M}
     n_optimise::Int
 end
 
-function TargetNetwork(x; sync_freq = 1, ρ = 0f0)
+function TargetNetwork(x; sync_freq=1, ρ=0.0f0)
     @assert 0 <= ρ <= 1 "ρ must in [0,1]"
     TargetNetwork(x, deepcopy(x.model), sync_freq, ρ, 0)
 end