diff --git a/papers/DQN/img/Double_1.png b/papers/DQN/img/Double_1.png
new file mode 100644
index 0000000..f60fbaf
Binary files /dev/null and b/papers/DQN/img/Double_1.png differ
diff --git a/papers/DQN/img/Double_2.png b/papers/DQN/img/Double_2.png
new file mode 100644
index 0000000..1e8308c
Binary files /dev/null and b/papers/DQN/img/Double_2.png differ
diff --git a/papers/DQN/img/Double_3.png b/papers/DQN/img/Double_3.png
new file mode 100644
index 0000000..c7fd401
Binary files /dev/null and b/papers/DQN/img/Double_3.png differ
diff --git a/papers/DQN/img/Dueling_1.png b/papers/DQN/img/Dueling_1.png
new file mode 100644
index 0000000..2fa44a4
Binary files /dev/null and b/papers/DQN/img/Dueling_1.png differ
diff --git a/papers/DQN/img/Dueling_2.png b/papers/DQN/img/Dueling_2.png
new file mode 100644
index 0000000..b4ce889
Binary files /dev/null and b/papers/DQN/img/Dueling_2.png differ
diff --git a/papers/DQN/img/Dueling_3.png b/papers/DQN/img/Dueling_3.png
new file mode 100644
index 0000000..d83ef42
Binary files /dev/null and b/papers/DQN/img/Dueling_3.png differ
diff --git a/papers/DQN/img/PlayingAtari_1.png b/papers/DQN/img/PlayingAtari_1.png
new file mode 100644
index 0000000..d699df6
Binary files /dev/null and b/papers/DQN/img/PlayingAtari_1.png differ
diff --git a/papers/DQN/img/PlayingAtari_2.png b/papers/DQN/img/PlayingAtari_2.png
new file mode 100644
index 0000000..65f7ce9
Binary files /dev/null and b/papers/DQN/img/PlayingAtari_2.png differ