我正在尝试将我的 tex 文件提交给吉姆雷。我的电脑上的 overleaf 和 latexmk 都很好，但是当我将其提交到生产系统时，它在 JMLR 的 latexmk 上不起作用，导致无法生成 PDF 文件。浏览后，我看到了一个类似的问题乳胶，但不幸的是，他们没有解决这个问题。吉姆雷是一个由志愿者管理的团队，因此他们无法提供技术帮助。:( 现在我已经束手无策了...有人知道我能做什么吗？我已将输出附加在下面：
CALLING latexmk -norc -gg -pdf SOMETHING.tex DONE
从 stderr 来看，似乎 latexmk 无法识别参考文献和引文，即使我提交了 .bib 和 .bbl 文件；
Latexmk: This is Latexmk, John Collins, 17 March 2019, version: 4.63b.
Latexmk: Removing all generated files
Rule 'pdflatex': The following rules & subrules became out-of-date:
'pdflatex'
------------
Run number 1 of rule 'pdflatex'
------------
------------
Running 'pdflatex -recorder "paper.tex"'
------------
Latexmk: Found input bbl file 'paper.bbl'
Latexmk: References changed.
Latexmk: References changed.
Latexmk: List of undefined refs and citations:
Citation `10.1145/1835804.1835817' on page 2 undefined on input line 423
Citation `2008kernel' on page 3 undefined on input line 440
Citation `BREGMAN1967200' on page 12 undefined on input line 728
Citation `DUBOVITSKII19651' on page 20 undefined on input line 1037
Citation `abbasi2011improved' on page 34 undefined on input line 1727
Citation `abbasi2011improved' on page 34 undefined on input line 1735
Citation `abbasi2011improved' on page 36 undefined on input line 1801
Citation `abbeel2004apprenticeship' on page 7 undefined on input line 548
Citation `agarwal2020flambe' on page 12 undefined on input line 736
Citation `agarwal2020flambe' on page 3 undefined on input line 450
Citation `agarwal2020flambe' on page 35 undefined on input line 1769
Citation `agarwal2020flambe' on page 35 undefined on input line 1770
Citation `agarwal2020flambe' on page 35 undefined on input line 1781
Citation `agarwal2020flambe' on page 7 undefined on input line 568
Citation `altman1999constrained' on page 33 undefined on input line 1565
Citation `apprenticeship' on page 2 undefined on input line 425
Citation `apprenticeship' on page 2 undefined on input line 427
Citation `ayoub2020model' on page 12 undefined on input line 728
Citation `ayoub2020model' on page 3 undefined on input line 441
Citation `ayoub2020model' on page 3 undefined on input line 442
Citation `beck2017first' on page 31 undefined on input line 1470
Citation `beck2017first' on page 31 undefined on input line 1479
Citation `beck2017first' on page 31 undefined on input line 1481
Citation `beck2017first' on page 32 undefined on input line 1524
Citation `boyd2004convex' on page 10 undefined on input line 654
Citation `brantley2021constrained' on page 3 undefined on input line 449
Citation `brantley2021constrained' on page 6 undefined on input line 510
Citation `chen2016stochastic' on page 3 undefined on input line 448
Citation `dani2008stochastic' on page 12 undefined on input line 728
Citation `dann2017unifying' on page 34 undefined on input line 1725
Citation `devroye2018total' on page 15 undefined on input line 853
Citation `ding2021provably' on page 13 undefined on input line 765
Citation `ding2021provably' on page 2 undefined on input line 425
Citation `ding2021provably' on page 2 undefined on input line 427
Citation `ding2021provably' on page 3 undefined on input line 449
Citation `ding2021provably' on page 5 undefined on input line 494
Citation `ding2021provably' on page 6 undefined on input line 510
Citation `ding2021provably' on page 6 undefined on input line 546
Citation `ding2021provably' on page 9 undefined on input line 611
Citation `efroni2020exploration' on page 10 undefined on input line 657
Citation `efroni2020exploration' on page 2 undefined on input line 425
Citation `efroni2020exploration' on page 2 undefined on input line 427
Citation `efroni2020exploration' on page 2 undefined on input line 430
Citation `efroni2020exploration' on page 2 undefined on input line 431
Citation `efroni2020exploration' on page 3 undefined on input line 449
Citation `efroni2020exploration' on page 5 undefined on input line 485
Citation `efroni2020exploration' on page 6 undefined on input line 546
Citation `efroni2020exploration' on page 9 undefined on input line 611
Citation `freedman_bernstein' on page 37 undefined on input line 1839
Citation `garcia2015comprehensive' on page 2 undefined on input line 423
Citation `hijazi2016constraint' on page 9 undefined on input line 618
Citation `jin2020provably' on page 3 undefined on input line 442
Citation `jin2020provably' on page 5 undefined on input line 485
Citation `jin2020provably' on page 5 undefined on input line 494
Citation `jin2021bellman' on page 12 undefined on input line 728
Citation `jin2021bellman' on page 3 undefined on input line 442
Citation `kakade2020information' on page 12 undefined on input line 728
Citation `kakade2020information' on page 18 undefined on input line 984
Citation `kakade2020information' on page 21 undefined on input line 1063
Citation `kakade2020information' on page 3 undefined on input line 441
Citation `kakade2020information' on page 3 undefined on input line 442
Citation `kakade2020information' on page 3 undefined on input line 450
Citation `kakade2020information' on page 5 undefined on input line 485
Citation `kakade2020information' on page 5 undefined on input line 494
Citation `kakade2020information' on page 7 undefined on input line 561
Citation `kakade2020information' on page 7 undefined on input line 565
Citation `kakade2020information' on page 7 undefined on input line 578
Citation `mania2020active' on page 3 undefined on input line 450
Citation `mania2020active' on page 7 undefined on input line 565
Citation `miryoosefi2019reinforcement' on page 7 undefined on input line 548
Citation `modi2022modelfree' on page 5 undefined on input line 494
Citation `modi2022modelfree' on page 7 undefined on input line 568
Citation `mordatch2012contact' on page 12 undefined on input line 734
Citation `muandet2016kernel' on page 3 undefined on input line 440
Citation `muandet2017kernel' on page 5 undefined on input line 485
Citation `qiu2020upper' on page 3 undefined on input line 449
Citation `rockafellar1970convex' on page 9 undefined on input line 618
Citation `rockafellar1970convex' on page 9 undefined on input line 642
Citation `rockafellar1970convex' on page 9 undefined on input line 646
Citation `song2021pcmlp' on page 7 undefined on input line 565
Citation `syed2008apprenticeship' on page 7 undefined on input line 548
Citation `tewari2007optimistic' on page 3 undefined on input line 448
Citation `todorov2005generalized' on page 12 undefined on input line 734
Citation `uehara2021pessimistic' on page 12 undefined on input line 728
Citation `uehara2021pessimistic' on page 15 undefined on input line 855
Citation `uehara2021pessimistic' on page 7 undefined on input line 568
Citation `uehara2022representation' on page 12 undefined on input line 736
Citation `uehara2022representation' on page 17 undefined on input line 929
Citation `uehara2022representation' on page 18 undefined on input line 984
Citation `uehara2022representation' on page 3 undefined on input line 450
Citation `uehara2022representation' on page 35 undefined on input line 1787
Citation `uehara2022representation' on page 36 undefined on input line 1788
Citation `uehara2022representation' on page 5 undefined on input line 485
Citation `uehara2022representation' on page 5 undefined on input line 494
Citation `uehara2022representation' on page 7 undefined on input line 577
Citation `uehara2022representation' on page 7 undefined on input line 578
Citation `vaswani2022nearoptimal' on page 3 undefined on input line 449
Citation `wagener2019online' on page 12 undefined on input line 734
Citation `wang2017primal' on page 3 undefined on input line 448
Citation `wang2020randomized' on page 3 undefined on input line 448
Citation `williams2015model' on page 12 undefined on input line 734
Citation `wu2021offline' on page 10 undefined on input line 657
Citation `wu2021offline' on page 2 undefined on input line 425
Citation `wu2021offline' on page 3 undefined on input line 449
Citation `wu2021offline' on page 5 undefined on input line 494
Citation `wu2021offline' on page 6 undefined on input line 510
Citation `wu2021offline' on page 6 undefined on input line 530
Citation `wu2021offline' on page 6 undefined on input line 546
Citation `yang2019sample' on page 7 undefined on input line 578
Citation `yang2020provably' on page 3 undefined on input line 442
Citation `yang2020provably' on page 5 undefined on input line 485
Citation `yang2020provably' on page 5 undefined on input line 494
Citation `yang2020reinforcement' on page 7 undefined on input line 578
Citation `yu2021provably' on page 13 undefined on input line 765
Citation `yu2021provably' on page 18 undefined on input line 984
Citation `yu2021provably' on page 2 undefined on input line 425
Citation `yu2021provably' on page 3 undefined on input line 449
Citation `yu2021provably' on page 6 undefined on input line 510
Citation `yu2021provably' on page 6 undefined on input line 530
Citation `yu2021provably' on page 6 undefined on input line 546
Citation `yu2021provably' on page 8 undefined on input line 591
Citation `zahavy2020apprenticeship' on page 7 undefined on input line 548
Citation `zahavy2021reward' on page 2 undefined on input line 427
Citation `zahavy2021reward' on page 2 undefined on input line 430
Citation `zahavy2021reward' on page 3 undefined on input line 448
Citation `zahavy2021reward' on page 5 undefined on input line 473
Citation `zahavy2021reward' on page 5 undefined on input line 485
Citation `zahavy2021reward' on page 9 undefined on input line 611
Citation `zhang2020cautious' on page 2 undefined on input line 425
Citation `zhang2020cautious' on page 3 undefined on input line 448
Citation `zhang2020variational' on page 2 undefined on input line 425
Citation `zhang2020variational' on page 2 undefined on input line 427
Citation `zhang2020variational' on page 2 undefined on input line 430
Citation `zhang2020variational' on page 3 undefined on input line 448
Citation `zinkevich2003online' on page 30 undefined on input line 1444
Reference `LastPage' on page 1 undefined on input line 419
Reference `alg:OE' on page 10 undefined on input line 674
Reference `alg:OE' on page 11 undefined on input line 691
Reference `alg:OE' on page 11 undefined on input line 719
Reference `alg:OE' on page 11 undefined on input line 720
Reference `alg:OE' on page 12 undefined on input line 726
Reference `alg:OE' on page 13 undefined on input line 744
Reference `alg:OE' on page 13 undefined on input line 767
Reference `alg:OE' on page 14 undefined on input line 808
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Reference `alg:OE' on page 21 undefined on input line 1063
Reference `alg:OE' on page 22 undefined on input line 1111
Reference `alg:OE' on page 22 undefined on input line 1113
Reference `alg:OE' on page 22 undefined on input line 1121
Reference `alg:OE' on page 23 undefined on input line 1152
Reference `alg:OE_low_rank' on page 10 undefined on input line 674
Reference `alg:OE_low_rank' on page 11 undefined on input line 691
Reference `alg:OE_low_rank' on page 11 undefined on input line 719
Reference `alg:OE_low_rank' on page 12 undefined on input line 723
Reference `alg:OE_low_rank' on page 12 undefined on input line 726
Reference `alg:OE_low_rank' on page 12 undefined on input line 728
Reference `alg:OE_low_rank' on page 12 undefined on input line 736
Reference `alg:OE_low_rank' on page 12 undefined on input line 739
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Reference `alg:OE_low_rank' on page 16 undefined on input line 899
Reference `alg:OE_low_rank' on page 16 undefined on input line 901
Reference `alg:OE_low_rank' on page 16 undefined on input line 915
Reference `alg:OE_low_rank' on page 17 undefined on input line 923
Reference `alg:OE_low_rank' on page 17 undefined on input line 942
Reference `alg:OE_low_rank' on page 24 undefined on input line 1219
Reference `alg:OE_low_rank' on page 35 undefined on input line 1771
Reference `alg:OPDO' on page 10 undefined on input line 662
Reference `alg:OPDO' on page 10 undefined on input line 681
Reference `alg:OPDO' on page 11 undefined on input line 691
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Reference `alg:OPDO' on page 14 undefined on input line 777
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Reference `alg:OPDO' on page 16 undefined on input line 899
Reference `alg:OPDO' on page 16 undefined on input line 915
Reference `alg:OPDO' on page 22 undefined on input line 1113
Reference `alg:OPDO' on page 23 undefined on input line 1152
Reference `alg:proj-subgrad' on page 30 undefined on input line 1418
Reference `alg:proj-subgrad' on page 30 undefined on input line 1437
Reference `alg:protocol-online-learning' on page 29 undefined on input line 1387
Reference `appendix-cvx-proof' on page 8 undefined on input line 606
Reference `appendix-proof' on page 15 undefined on input line 829
Reference `appendix:proof-lowrank' on page 16 undefined on input line 915
Reference `appendix:proof-lowrank' on page 17 undefined on input line 926
Reference `appendix:proof-lowrank' on page 17 undefined on input line 938
Reference `appendix:proof-lowrank' on page 18 undefined on input line 984
Reference `ass:black-box' on page 14 undefined on input line 808
Reference `ass:black-box' on page 17 undefined on input line 955
Reference `ass:black-box' on page 23 undefined on input line 1152
Reference `ass:bound-feature' on page 14 undefined on input line 808
Reference `ass:bound-feature' on page 16 undefined on input line 901
Reference `ass:bound-feature' on page 17 undefined on input line 942
Reference `ass:bound-feature' on page 20 undefined on input line 1015
Reference `ass:bound-feature' on page 22 undefined on input line 1113
Reference `ass:bound-feature' on page 23 undefined on input line 1152
Reference `ass:bound-feature' on page 9 undefined on input line 646
Reference `ass:convex-lipschitz' on page 17 undefined on input line 948
Reference `ass:convex-lipschitz' on page 20 undefined on input line 1015
Reference `ass:mle-oracle' on page 16 undefined on input line 901
Reference `ass:mle-oracle' on page 18 undefined on input line 971
Reference `ass:realizability' on page 17 undefined on input line 955
Reference `ass:realizability' on page 18 undefined on input line 971
Reference `ass:slater' on page 14 undefined on input line 808
Reference `ass:slater' on page 16 undefined on input line 901
Reference `ass:slater' on page 23 undefined on input line 1152
Reference `ass:slater' on page 9 undefined on input line 615
Reference `ass:slater' on page 9 undefined on input line 618
Reference `ass:slater' on page 9 undefined on input line 627
Reference `eq:ball-radius' on page 11 undefined on input line 699
Reference `eq:ball-radius-low-rank' on page 11 undefined on input line 712
Reference `eq:ball-radius-low-rank' on page 16 undefined on input line 901
Reference `eq:bound-difference' on page 28 undefined on input line 1353
Reference `eq:bound-difference' on page 29 undefined on input line 1381
Reference `eq:bound-fenchel' on page 20 undefined on input line 1049
Reference `eq:bound-lag' on page 20 undefined on input line 1049
Reference `eq:bound-trans-norm' on page 23 undefined on input line 1170
Reference `eq:boundforall' on page 26 undefined on input line 1278
Reference `eq:convex-prob' on page 13 undefined on input line 753
Reference `eq:convex-prob' on page 33 undefined on input line 1565
Reference `eq:convex-prob' on page 33 undefined on input line 1573
Reference `eq:convex-prob' on page 8 undefined on input line 586
Reference `eq:convex-prob' on page 8 undefined on input line 591
Reference `eq:convex-prob' on page 8 undefined on input line 596
Reference `eq:convex-prob' on page 8 undefined on input line 598
Reference `eq:convex-prob' on page 8 undefined on input line 599
Reference `eq:convex-prob' on page 8 undefined on input line 601
Reference `eq:convex-prob' on page 8 undefined on input line 603
Reference `eq:convex-prob' on page 9 undefined on input line 613
Reference `eq:convex-prob' on page 9 undefined on input line 618
Reference `eq:define-visit' on page 5 undefined on input line 494
Reference `eq:dual-optimal' on page 31 undefined on input line 1463
Reference `eq:dual-prob' on page 31 undefined on input line 1451
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Reference `eq:dual-prob' on page 31 undefined on input line 1468
Reference `eq:dual-prob' on page 31 undefined on input line 1472
Reference `eq:dual-prob' on page 31 undefined on input line 1483
Reference `eq:dual-prob' on page 33 undefined on input line 1561
Reference `eq:lagrangian' on page 9 undefined on input line 642
Reference `eq:main-bound1' on page 14 undefined on input line 779
Reference `eq:maxmin-prob' on page 10 undefined on input line 654
Reference `eq:maxmin-prob' on page 9 undefined on input line 650
Reference `eq:maxmin-prob' on page 9 undefined on input line 651
Reference `eq:minimax-prob' on page 10 undefined on input line 657
Reference `eq:minimax-prob' on page 10 undefined on input line 662
Reference `eq:minimax-prob' on page 10 undefined on input line 681
Reference `eq:minimax-prob' on page 9 undefined on input line 646
Reference `eq:mle' on page 25 undefined on input line 1243
Reference `eq:perf-metric' on page 6 undefined on input line 510
Reference `eq:rand-2' on page 23 undefined on input line 1177
Reference `eq:reg-bound' on page 21 undefined on input line 1057
Reference `eq:value-norm-bound' on page 23 undefined on input line 1177
Reference `eq:value-set' on page 14 undefined on input line 777
Reference `eq:value-set' on page 15 undefined on input line 832
Reference `eq:value-set' on page 17 undefined on input line 928
Reference `eq:vio-bound' on page 21 undefined on input line 1060
Reference `eq:vio-bound-1' on page 32 undefined on input line 1505
Reference `eq:vio-bound-2' on page 32 undefined on input line 1517
Reference `lem:appendix-error-lowrank' on page 29 undefined on input line 1381
Reference `lem:appendix-error-lowrank' on page 29 undefined on input line 1383
Reference `lem:ball-radius' on page 22 undefined on input line 1104
Reference `lem:ball-radius' on page 22 undefined on input line 1111
Reference `lem:bernstein' on page 25 undefined on input line 1230
Reference `lem:bound-mu' on page 10 undefined on input line 662
Reference `lem:bound-mu' on page 9 undefined on input line 635
Reference `lem:couple-lemma' on page 13 undefined on input line 765
Reference `lem:couple-lemma' on page 20 undefined on input line 1010
Reference `lem:est-error' on page 15 undefined on input line 867
Reference `lem:estimate-error' on page 24 undefined on input line 1204
Reference `lem:log-sum' on page 24 undefined on input line 1202
Reference `lem:log-sum' on page 29 undefined on input line 1371
Reference `lem:look_back' on page 28 undefined on input line 1353
Reference `lem:matrix-sum' on page 29 undefined on input line 1371
Reference `lem:matrix-sum' on page 36 undefined on input line 1801
Reference `lem:mle-guarantee' on page 25 undefined on input line 1237
Reference `lem:potential-ellip' on page 24 undefined on input line 1199
Reference `lem:potential-ellip' on page 37 undefined on input line 1836
Reference `lem:self-normalized' on page 22 undefined on input line 1092
Reference `lem:self-normalized' on page 34 undefined on input line 1737
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Reference `lem:shrink-ball' on page 17 undefined on input line 928
Reference `lem:simulation-lemma1' on page 15 undefined on input line 855
Reference `lem:simulation-lemma1' on page 23 undefined on input line 1159
Reference `lem:simulation-lemma1' on page 23 undefined on input line 1164
Reference `lem:spurious-bound' on page 15 undefined on input line 867
Reference `lem:spurious-bound' on page 17 undefined on input line 948
Reference `lem:spurious-bound' on page 29 undefined on input line 1383
Reference `lem:value-diff-same-r' on page 15 undefined on input line 842
Reference `lem:value-difference' on page 14 undefined on input line 779
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Reference `lem:value-difference' on page 21 undefined on input line 1057
Reference `line:mle-est' on page 12 undefined on input line 739
Reference `line:optimistic-update' on page 11 undefined on input line 691
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Reference `line:optimistic-update' on page 22 undefined on input line 1120
Reference `prop:convexity' on page 33 undefined on input line 1563
Reference `sec:background' on page 17 undefined on input line 950
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Reference `sec:couple-sec' on page 14 undefined on input line 779
Reference `sec:couple-sec' on page 15 undefined on input line 865
Reference `sec:optimization' on page 9 undefined on input line 633
Reference `thm:beck-theorem' on page 31 undefined on input line 1497
Reference `thm:beck-theorem' on page 32 undefined on input line 1521
Reference `thm:bound-up' on page 33 undefined on input line 1551
Reference `thm:bound-up' on page 33 undefined on input line 1561
Reference `thm:main-thm' on page 15 undefined on input line 828
Reference `thm:main-thm' on page 15 undefined on input line 829
Reference `thm:main-thm' on page 15 undefined on input line 867
Reference `thm:main-thm' on page 16 undefined on input line 910
Reference `thm:main-thm' on page 21 undefined on input line 1062
Reference `thm:main-thm-lowrank' on page 16 undefined on input line 910
Reference `thm:main-thm-lowrank' on page 16 undefined on input line 914
Reference `thm:main-thm-lowrank' on page 24 undefined on input line 1207
Reference `thm:main-thm-lowrank' on page 24 undefined on input line 1208
Reference `thm:main-thm-lowrank' on page 29 undefined on input line 1383
Reference `thm:proj-subgrad' on page 20 undefined on input line 1013
Reference `thm:proj-subgrad' on page 20 undefined on input line 1037
Reference `thm:vio-bound' on page 14 undefined on input line 779
Reference `thm:vio-bound' on page 21 undefined on input line 1060
Latexmk: Found bibliography file(s) [refs.bib]
Rule 'bibtex paper': File changes, etc:
Changed files, or newly in use since previous run(s):
'paper.aux'
------------
Run number 1 of rule 'bibtex paper'
------------
------------
Running 'bibtex "paper"'
------------
Rule 'pdflatex': File changes, etc:
Changed files, or newly in use since previous run(s):
'paper.aux'
------------
Run number 2 of rule 'pdflatex'
------------
------------
Running 'pdflatex -recorder "paper.tex"'
------------
Failure to make 'paper.pdf'
标准输出中甚至还有类似这样的错误：
(.paper.aux
! Missing \endcsname inserted.
\protect
l.81 ...rlying Transition Models}{equation.2.9}{}}
?
! Emergency stop.
然而，没有像括号里的文字那样的东西。我们只有
\subsection{Underlying Transition Models}
在 .tex 文件中，所以 equation.2.9 的来源很奇怪，我猜这是引用失败的结果。这是我的 bib 文件的片段（前面部分）：
@inproceedings{abernethy2017frank,
title={On Frank-Wolfe and Equilibrium Computation.},
author={Abernethy, Jacob D and Wang, Jun-Kun},
booktitle={NIPS},
pages={6584--6593},
year={2017}
}
@inproceedings{zhou2021provably,
title={Provably efficient reinforcement learning for discounted mdps with feature mapping},
author={Zhou, Dongruo and He, Jiafan and Gu, Quanquan},
booktitle={International Conference on Machine Learning},
pages={12793--12802},
year={2021},
organization={PMLR}
}
@article{dann2017unifying,
title={Unifying PAC and regret: Uniform PAC bounds for episodic reinforcement learning},
author={Dann, Christoph and Lattimore, Tor and Brunskill, Emma},
journal={arXiv preprint arXiv:1703.07710},
year={2017}
}
@inproceedings{2011Improved,
title={Improved Algorithms for Linear Stochastic Bandits},
author={ Abbasiyadkori, Y. and P'Al, D. and Szepesv'Ari, C. },
booktitle={Advances in Neural Information Processing Systems},
year={2011},
}
@book{boyd2004convex,
title={Convex optimization},
author={Boyd, Stephen and Boyd, Stephen P and Vandenberghe, Lieven},
year={2004},
publisher={Cambridge university press}
}
以下是包含上下文的行Underlying Transition Models：
\citation{kakade2020information}
\citation{kakade2020information,mania2020active,song2021pcmlp}
\citation{uehara2021pessimistic,agarwal2020flambe,modi2022modelfree}
\@writefile{toc}{\contentsline {subsection}{\numberline {2.3}Examples of the Underlying Transition Models}{7}{subsection.2.3}\protected@file@percent }
\newlabel{eq:transition}{{8}{7}{}{equation.2.8}{}}
\citation{uehara2022representation}
\citation{yang2019sample,yang2020reinforcement}
\citation{kakade2020information,uehara2022representation}
有人知道该怎么办吗？热烈欢迎任何指导！
答案1
问题解决了。我逐行查看了 tex 文件，并通过反复将其提交给系统的编译器进行测试，发现问题出在一个方程式上
P_h^*(s) = a * b,
在我将其更改为P^{*}_{h}编译后，一切就绪了。猜测系统出了什么问题，我不知道...但是，我确实花了很长时间来处理这个小问题。