Trial

Models under different

settings

Binary

Task

Binary

Structure

Binary

Environment

Multi-class

Task

Multi-class

Structure

Multi-class

Environment

1

Keras Model

52

56

47

47

52

41

2

Keras Model

53

54

51

48

53

43

9

Keras Model

53

56

49

50

53

47

2

CNN Model

64

67

61

65

71

59

6

CNN Model

67

69

64

62

68

56

10

CNN Model

66

74

61

65

67

62

3

PPO Model

68

78

57

66

74

57

7

PPO Model

71

76

66

67

69

64

11

PPO Model

74

78

69

69

76

61

4

DQN Model

66

70

62

66

70

62

8

DQN Model

70

73

67

68

73

62

12

DQN Model

69

75

63

67

73

66