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github.com/ShangtongZhang/reinforcement-learning-an-introduction
/ types & classes
Types & classes
46 in github.com/ShangtongZhang/reinforcement-learning-an-introduction
⨍
Functions
359
◇
Types & classes
46
↓ 13 callers
Class
Bandit
chapter02/ten_armed_testbed.py:19
↓ 5 callers
Class
DynaParams
chapter08/maze.py:139
↓ 5 callers
Class
Maze
chapter08/maze.py:50
↓ 5 callers
Class
Player
chapter01/tic_tac_toe.py:176
↓ 4 callers
Class
ReinforceAgent
ReinforceAgent that follows algorithm 'REINFORNCE Monte-Carlo Policy-Gradient Control (episodic)'
chapter13/short_corridor.py:64
↓ 4 callers
Class
State
chapter01/tic_tac_toe.py:19
↓ 4 callers
Class
ValueFunction
chapter10/mountain_car.py:106
↓ 4 callers
Class
ValueFunction
chapter09/random_walk.py:81
↓ 3 callers
Class
IndexHashTable
chapter12/lambda_effect.py:139
↓ 3 callers
Class
Interval
chapter09/square_wave.py:17
↓ 3 callers
Class
Judger
chapter01/tic_tac_toe.py:131
↓ 2 callers
Class
BasesValueFunction
chapter09/random_walk.py:153
↓ 2 callers
Class
PuddleWorld
chapter12/lambda_effect.py:1058
↓ 2 callers
Class
Sarsa
chapter12/mountain_car.py:156
↓ 2 callers
Class
TrivialModel
chapter08/maze.py:175
↓ 1 callers
Class
CartPole
chapter12/lambda_effect.py:754
↓ 1 callers
Class
CartPoleAgent
chapter12/lambda_effect.py:603
↓ 1 callers
Class
CartPoleEnvironment
Credit : https://github.com/openai/gym/blob/master/gym/envs/classic_control/cartpole.py#L7
chapter12/lambda_effect.py:541
↓ 1 callers
Class
HumanPlayer
chapter01/tic_tac_toe.py:263
↓ 1 callers
Class
IHT
Structure to handle collisions.
chapter12/lambda_effect.py:60
↓ 1 callers
Class
IHT
Structure to handle collisions
chapter12/mountain_car.py:22
↓ 1 callers
Class
IHT
Structure to handle collisions
chapter10/access_control.py:25
↓ 1 callers
Class
IHT
Structure to handle collisions
chapter10/mountain_car.py:24
↓ 1 callers
Class
MountainCar
chapter12/lambda_effect.py:507
↓ 1 callers
Class
MountainCarAgent
chapter12/lambda_effect.py:368
↓ 1 callers
Class
MountainCarEnvironment
chapter12/lambda_effect.py:334
↓ 1 callers
Class
PolicyIteration
chapter04/car_rental_synchronous.py:51
↓ 1 callers
Class
PriorityQueue
chapter08/maze.py:17
↓ 1 callers
Class
PuddleWorldAgent
chapter12/lambda_effect.py:937
↓ 1 callers
Class
PuddleWorldEnvironment
chapter12/lambda_effect.py:907
↓ 1 callers
Class
PuddleWorldGrid
chapter12/lambda_effect.py:792
↓ 1 callers
Class
RandomWalk
chapter12/lambda_effect.py:316
↓ 1 callers
Class
RandomWalkAgent
chapter12/lambda_effect.py:220
↓ 1 callers
Class
RandomWalkEnvironment
chapter12/lambda_effect.py:202
↓ 1 callers
Class
ReinforceBaselineAgent
chapter13/short_corridor.py:132
↓ 1 callers
Class
ShortCorridor
Short corridor environment, see Example 13.1
chapter13/short_corridor.py:26
↓ 1 callers
Class
Task
chapter08/trajectory_sampling.py:34
↓ 1 callers
Class
TilingsValueFunction
chapter09/random_walk.py:105
↓ 1 callers
Class
TimeModel
chapter08/maze.py:201
↓ 1 callers
Class
ValueFunction
chapter10/access_control.py:104
↓ 1 callers
Class
ValueFunction
chapter09/square_wave.py:50
Class
OffLineLambdaReturn
chapter12/random_walk.py:60
Class
PriorityModel
chapter08/maze.py:249
Class
TemporalDifferenceLambda
chapter12/random_walk.py:116
Class
TrueOnlineTemporalDifferenceLambda
chapter12/random_walk.py:137
Class
ValueFunction
chapter12/random_walk.py:36