fixed a bug in documentation #6

WilliamLwj · Jun 12, 2023 · afda2fb · afda2fb
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diff --git a/docs/source/features/algorithms/DOO/DOO.rst b/docs/source/features/algorithms/DOO/DOO.rst
@@ -1,5 +1,5 @@
-DOO
-========
+DOO Algorithm
+=============
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/GPO/GPO.rst b/docs/source/features/algorithms/GPO/GPO.rst
@@ -1,5 +1,5 @@
-GPO
-========
+GPO Algorithm
+=============
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/HCT/HCT.rst b/docs/source/features/algorithms/HCT/HCT.rst
@@ -1,5 +1,5 @@
-HCT
-========
+HCT Algorithm
+=============
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/PCT/PCT.rst b/docs/source/features/algorithms/PCT/PCT.rst
@@ -1,5 +1,5 @@
-PCT
-========
+PCT Algorithm
+=============
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/POO/POO.rst b/docs/source/features/algorithms/POO/POO.rst
@@ -1,5 +1,5 @@
-POO
-========
+POO Algorithm
+=============
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/SOO/SOO.rst b/docs/source/features/algorithms/SOO/SOO.rst
@@ -1,6 +1,5 @@
-SOO
-========
-
+SOO Algorithm
+=============
 Introduction
 ------------
 `paper <https://proceedings.neurips.cc/paper/2011/file/7e889fb76e0e07c11733550f2a6c7a5a-Paper.pdf>`_,

diff --git a/docs/source/features/algorithms/SequOOL/SequOOL.rst b/docs/source/features/algorithms/SequOOL/SequOOL.rst
@@ -1,5 +1,5 @@
-SequOOL
-=========
+SequOOL Algorithm
+=================
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/StoSOO/StoSOO.rst b/docs/source/features/algorithms/StoSOO/StoSOO.rst
@@ -1,5 +1,5 @@
-StoSOO
-========
+StoSOO Algorithm
+================
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/StroquOOL/StroquOOL.rst b/docs/source/features/algorithms/StroquOOL/StroquOOL.rst
@@ -1,5 +1,5 @@
-StroquOOL
-=========
+StroquOOL Algorithm
+===================
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/T-HOO/T-HOO.rst b/docs/source/features/algorithms/T-HOO/T-HOO.rst
@@ -1,5 +1,5 @@
-T-HOO
-========
+T-HOO Algorithm
+===============
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/VHCT/VHCT.rst b/docs/source/features/algorithms/VHCT/VHCT.rst
@@ -1,5 +1,5 @@
-VHCT
-========
+VHCT Algorithm
+==============
 
 Introduction
 ------------

diff --git a/docs/source/features/algorithms/VPCT/VPCT.rst b/docs/source/features/algorithms/VPCT/VPCT.rst
@@ -1,4 +1,4 @@
-VPCT
+VPCT Algorithm
 ==============
 
 Introduction

diff --git a/docs/source/features/algorithms/Zooming/Zooming.rst b/docs/source/features/algorithms/Zooming/Zooming.rst
@@ -1,5 +1,5 @@
-Zooming
-========
+Zooming Algorithm
+=================
 
 Introduction
 ------------

diff --git a/docs/source/features/feat_algorithms.rst b/docs/source/features/feat_algorithms.rst
@@ -50,7 +50,7 @@ features in the algorithm design.
      - |check_|
      - |check_|
    * - `StoSOO <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/algos/StoSOO.py>`_
-     - `paper <https://proceedings.mlr.press/v28/valko13.pdf>`_
+     - `StoSOO paper <https://proceedings.mlr.press/v28/valko13.pdf>`_
      - |check_|
      - |cross_|
      - |cross_|
@@ -60,27 +60,27 @@ features in the algorithm design.
      - |check_|
      - |check_|
    * - `POO* <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/algos/POO.py>`_
-     - paper
+     - `POO paper <https://proceedings.neurips.cc/paper/2011/file/7e889fb76e0e07c11733550f2a6c7a5a-Paper.pdf>`_
      - |check_|
      - |cross_|
      - |check_|
    * - `GPO* <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/algos/GPO.py>`_
-     - paper
+     - `GPO paper <https://proceedings.mlr.press/v98/xuedong19a.html>`_
      - |check_|
      - |cross_|
      - |cross_|
    * - `PCT <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/algos/PCT.py>`_
-     - paper
+     - `GPO paper <https://proceedings.mlr.press/v98/xuedong19a.html>`_
      - |check_|
      - |cross_|
      - |cross_|
    * - `SequOOL <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/algos/SequOOL.py>`_
-     - paper
+     - `SequOOL paper <https://arxiv.org/pdf/1810.00997.pdf>`_
      - |cross_|
      - |cross_|
      - |cross_|
    * - `StroquOOL <https://github.com/WilliamLwj/PyXAB/blob/main/PyXAB/algos/StroquOOL.py>`_
-     - paper
+     - `StroquOOL paper <https://arxiv.org/pdf/1810.00997.pdf>`_
      - |check_|
      - |cross_|
      - |cross_|