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github.com/MorvanZhou/Reinforcement-learning-with-tensorflow
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Functions
342 in github.com/MorvanZhou/Reinforcement-learning-with-tensorflow
⨍
Functions
342
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Types & classes
72
Method
choose_action
(self, observation)
experiments/Solve_LunarLander/DuelingDQNPrioritizedReplay.py:246
Method
choose_action
(self, observation)
contents/5_Deep_Q_Network/DQN_modified.py:112
Method
ema_getter
(getter, name, *args, **kwargs)
contents/9_Deep_Deterministic_Policy_Gradient_DDPG/DDPG_update2.py:58
Function
intersection
()
experiments/2D_car/collision.py:3
Method
learn
(self, s, a, r, s_, ISW)
experiments/Solve_BipedalWalker/DDPG.py:163
Method
learn
(self, s, a, r, s_)
experiments/Robot_arm/DDPG.py:172
Method
learn
(self, s, a, r, s_)
experiments/2D_car/DDPG.py:163
Method
learn
(self, s, a, r, s_, a_)
contents/4_Sarsa_lambda_maze/RL_brain.py:71
Method
learn
(self)
contents/5_Deep_Q_Network/DQN_modified.py:124
Method
learn
(self, s, r, s_)
contents/8_Actor_Critic_Advantage/AC_continue_Pendulum.py:117
Method
learn
(self, s, r, s_)
contents/8_Actor_Critic_Advantage/AC_CartPole.py:119
Method
learn
(self, s, a, r, s_)
contents/9_Deep_Deterministic_Policy_Gradient_DDPG/DDPG.py:166
Method
learn
(self, s, a, r, s_)
contents/3_Sarsa_maze/RL_brain.py:54
Method
learn
(self, s, a, r, s_, a_)
contents/3_Sarsa_maze/RL_brain.py:70
Method
on_draw
(self)
experiments/Robot_arm/arm_env.py:152
Method
on_draw
(self)
experiments/2D_car/car_env.py:190
Method
on_key_press
(self, symbol, modifiers)
experiments/Robot_arm/arm_env.py:190
Method
on_mouse_enter
(self, x, y)
experiments/Robot_arm/arm_env.py:211
Method
on_mouse_leave
(self, x, y)
experiments/Robot_arm/arm_env.py:214
Method
on_mouse_motion
(self, x, y, dx, dy)
experiments/Robot_arm/arm_env.py:208
Method
plot_cost
(self)
contents/5_Deep_Q_Network/DQN_modified.py:152
Method
random_sample
(self, n)
experiments/Solve_BipedalWalker/DDPG.py:293
Method
render
(self)
experiments/Robot_arm/arm_env.py:144
Method
render
(self)
experiments/2D_car/car_env.py:182
Method
root_priority
(self)
experiments/Solve_BipedalWalker/DDPG.py:244
Method
root_priority
(self)
experiments/Solve_LunarLander/DuelingDQNPrioritizedReplay.py:90
Function
run_maze
()
contents/5_Deep_Q_Network/run_this.py:5
Method
sample_action
(self)
experiments/Robot_arm/arm_env.py:86
Method
store_transition
(self, s, a, r, s_)
contents/5_Deep_Q_Network/DQN_modified.py:103
Method
total_p
(self)
contents/5.2_Prioritized_Replay_DQN/RL_brain.py:85
Function
update
()
contents/4_Sarsa_lambda_maze/run_this.py:14
Function
update
()
contents/2_Q_Learning_maze/run_this.py:19
Function
update
()
contents/2_Q_Learning_maze/maze_env.py:135
Function
update
()
contents/11_Dyna_Q/run_this.py:19
Function
update
()
contents/3_Sarsa_maze/run_this.py:14
Method
update
(self)
experiments/Robot_arm/DPPO.py:76
Method
update
(self)
contents/12_Proximal_Policy_Optimization/discrete_DPPO.py:74
Function
work
(job_name, task_index, global_ep, lock, r_queue, global_running_r)
contents/10_A3C/A3C_distributed_tf.py:96
Method
work
(self)
experiments/Solve_BipedalWalker/A3C_rnn.py:137
Method
work
(self)
experiments/Robot_arm/DPPO.py:117
Method
work
(self)
contents/12_Proximal_Policy_Optimization/DPPO.py:109
Method
work
(self)
contents/12_Proximal_Policy_Optimization/discrete_DPPO.py:115
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