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Functions88 in github.com/LiSir-HIT/Reinforcement-Learning

⨍ Functions 88 ◇ Types & classes 30

↓ 10 callersMethodreset

build_env/pygame/1. Hit the Plane/run_this.py:59

↓ 7 callersMethodsample

(self, batch_size)

Model/1. DQN/RL_brain.py:20

↓ 4 callersMethodrender

build_env/pygame/2. shopping mall/run_this.py:53

↓ 4 callersMethodupdate

(self, transition_dict)

Model/1. DQN/RL_brain.py:94

↓ 2 callersMethod__init__

(self, n_states, n_hiddens, n_actions, actor_lr, critic_lr, lmbda, eps, gam

Model/9. ippo_discrete/RL_brain.py:49

↓ 2 callersMethod__init__

(self, n_states, n_hiddens, n_actions, action_bound, sigma, actor_lr, critic_lr, tau, gamma,

Model/5. DDPG/RL_brain.py:78

↓ 2 callersMethod__init__

(self, n_states, n_hiddens, n_actions, actor_lr, critic_lr, lmbda, epochs, e

Model/7. PPO_Continuous/RL_brain.py:48

↓ 2 callersMethod__init__

(self, n_states, n_hiddens, n_actions, actor_lr, critic_lr, alpha_lr, target

Model/8. SAC_Discrete/RL_brain.py:68

↓ 2 callersMethod__init__

(self, n_states, n_hiddens, n_actions, actor_lr, critic_lr, lmbda, epochs, eps, gamma, device

Model/6. PPO_Discrete/RL_brain.py:43

↓ 2 callersMethodlearn

(self, transition_dict)

Model/6. PPO_Discrete/RL_brain.py:73

↓ 2 callersMethodsample

(self, batch_size)

Model/8. SAC_Discrete/RL_brain.py:20

↓ 2 callersMethodsoft_update

(self, net, target_net)

Model/5. DDPG/RL_brain.py:118

↓ 2 callersMethodsoft_update

(self, net, target_net)

Model/8. SAC_Discrete/RL_brain.py:139

↓ 2 callersMethodtake_action

Model/9. ippo_discrete/RL_brain.py:68

↓ 2 callersMethodupdate

(self, transition_dict)

Model/9. ippo_discrete/RL_brain.py:76

↓ 1 callersMethod__init__

(self, n_states, n_hiddens)

Model/4. Actor-Critic/RL_brain.py:29

↓ 1 callersMethod_build_net

Model/3. Policy-Gradients/RL_brain.py:40

↓ 1 callersMethod_build_net

Model/2. Double-DQN/RL_brain.py:40

↓ 1 callersMethodadd

(self, state, action, reward, next_state, done)

Model/5. DDPG/RL_brain.py:17

↓ 1 callersMethodadd

(self, state, action, reward, next_state, done)

Model/1. DQN/RL_brain.py:17

↓ 1 callersMethodadd

(self, state, action, reward, next_state, done)

Model/8. SAC_Discrete/RL_brain.py:17

↓ 1 callersMethodcalc_target

(self, rewards, next_states, dones)

Model/8. SAC_Discrete/RL_brain.py:119

↓ 1 callersFunctioncheck_is_over

build_env/pygame/1. Hit the Plane/run_this.py:167

↓ 1 callersFunctiondistance

build_env/pygame/1. Hit the Plane/run_this.py:105

↓ 1 callersMethodhit

build_env/pygame/1. Hit the Plane/run_this.py:123

↓ 1 callersMethodlearn

(self, transitions_dict)

Model/3. Policy-Gradients/RL_brain.py:69

↓ 1 callersMethodlearn

(self, transitions_dict)

Model/2. Double-DQN/RL_brain.py:69

↓ 1 callersMethodmax_q_value

Model/3. Policy-Gradients/RL_brain.py:61

↓ 1 callersMethodmax_q_value

Model/2. Double-DQN/RL_brain.py:61

↓ 1 callersFunctionmove_player

build_env/pygame/1. Hit the Plane/run_this.py:90

↓ 1 callersMethodsample

(self, batch_size)

Model/5. DDPG/RL_brain.py:21

↓ 1 callersFunctionshow_buttet

build_env/pygame/1. Hit the Plane/run_this.py:142

↓ 1 callersFunctionshow_enemy

build_env/pygame/1. Hit the Plane/run_this.py:74

↓ 1 callersFunctionshow_score

build_env/pygame/1. Hit the Plane/run_this.py:157

↓ 1 callersMethodsize

Model/5. DDPG/RL_brain.py:27

↓ 1 callersMethodsize

Model/1. DQN/RL_brain.py:26

↓ 1 callersMethodsize

Model/8. SAC_Discrete/RL_brain.py:26

↓ 1 callersMethodtake_action

Model/5. DDPG/RL_brain.py:108

↓ 1 callersMethodtake_action

Model/3. Policy-Gradients/RL_brain.py:47

↓ 1 callersMethodtake_action

Model/7. PPO_Continuous/RL_brain.py:68

↓ 1 callersMethodtake_action

Model/2. Double-DQN/RL_brain.py:47

↓ 1 callersMethodtake_action

Model/1. DQN/RL_brain.py:78

↓ 1 callersMethodtake_action

Model/4. Actor-Critic/RL_brain.py:60

↓ 1 callersMethodtake_action

Model/8. SAC_Discrete/RL_brain.py:107

↓ 1 callersMethodtake_action

Model/6. PPO_Discrete/RL_brain.py:61

↓ 1 callersMethodupdate

(self, transition_dict)

Model/5. DDPG/RL_brain.py:125

↓ 1 callersMethodupdate

(self, transition_dict)

Model/4. Actor-Critic/RL_brain.py:72

↓ 1 callersMethodupdate

(self, transition_dict)

Model/8. SAC_Discrete/RL_brain.py:146

(self, n_states, n_hiddens, n_actions)

Model/9. ippo_discrete/RL_brain.py:12

(self, n_states, n_hiddens)

Model/9. ippo_discrete/RL_brain.py:31

(self, capacity)

Model/5. DDPG/RL_brain.py:13

(self, n_states, n_hiddens, n_actions, action_bound)

Model/5. DDPG/RL_brain.py:35

(self, n_states, n_hiddens, n_actions)

Model/5. DDPG/RL_brain.py:56

(self, n_states, n_hiddens, n_actions)

Model/3. Policy-Gradients/RL_brain.py:11

(self, n_states, n_hiddens, n_actions, learning_rate, gamma)

Model/3. Policy-Gradients/RL_brain.py:29

(self, n_states, n_hiddens, n_actions)

Model/7. PPO_Continuous/RL_brain.py:12

(self, n_states, n_hiddens)

Model/7. PPO_Continuous/RL_brain.py:32

(self, n_states, n_hiddens, n_actions)

Model/2. Double-DQN/RL_brain.py:11

(self, n_states, n_hiddens, n_actions, learning_rate, gamma)

Model/2. Double-DQN/RL_brain.py:29

(self, capacity)

Model/1. DQN/RL_brain.py:13

(self, n_states, n_hidden, n_actions)

Model/1. DQN/RL_brain.py:35

(self, n_states, n_hidden, n_actions, learning_rate, gamma, epsilon, target_

Model/1. DQN/RL_brain.py:53

(self, n_states, n_hiddens, n_actions)

Model/4. Actor-Critic/RL_brain.py:11

(self, n_states, n_hiddens, n_actions, actor_lr, critic_lr, gamma)

Model/4. Actor-Critic/RL_brain.py:45

(self, capacity)

Model/8. SAC_Discrete/RL_brain.py:14

(self, n_states, n_hiddens, n_actions)

Model/8. SAC_Discrete/RL_brain.py:34

(self, n_states, n_hiddens, n_actions)

Model/8. SAC_Discrete/RL_brain.py:52

(self, n_states, n_hiddens, n_actions)

Model/6. PPO_Discrete/RL_brain.py:12

(self, n_states, n_hiddens)

Model/6. PPO_Discrete/RL_brain.py:28

build_env/pygame/1. Hit the Plane/run_this.py:52

build_env/pygame/1. Hit the Plane/run_this.py:114

build_env/pygame/2. shopping mall/run_this.py:8

Model/9. ippo_discrete/RL_brain.py:17

Model/9. ippo_discrete/RL_brain.py:36

Model/5. DDPG/RL_brain.py:43

Model/5. DDPG/RL_brain.py:63

Model/3. Policy-Gradients/RL_brain.py:17

Model/7. PPO_Continuous/RL_brain.py:18

Model/7. PPO_Continuous/RL_brain.py:37

Model/2. Double-DQN/RL_brain.py:17

Model/1. DQN/RL_brain.py:42

Model/4. Actor-Critic/RL_brain.py:16

Model/4. Actor-Critic/RL_brain.py:34

Model/8. SAC_Discrete/RL_brain.py:39

Model/8. SAC_Discrete/RL_brain.py:57

Model/6. PPO_Discrete/RL_brain.py:16

Model/6. PPO_Discrete/RL_brain.py:32

(self, transition_dict)

Model/7. PPO_Continuous/RL_brain.py:80