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mlpro.gt.examples.howto_gt_001_run_multi_player_with_own_policy_in_multicartpole_game_board

Prerequisites

Please install the following packages to run this examples properly:

Executable code

../../../../../src/mlpro/gt/examples/howto_gt_001_run_multi_player_with_own_policy_in_multicartpole_game_board.py

Results

image

Three Gym Cartpole game board windows should appear and the following output should be expected in the console.

YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Operation mode set to 0 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Operation mode set to 0 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Operation mode set to 0 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1": Operation mode set to 0 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Reset 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1" (0): Reset 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1" (1): Reset 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  OpenAI Gym Env Env "CartPole-v1" (2): Reset 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player Neo: Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player Neo: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player Neo: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Player 0 Neo added. 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player Trinity: Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player Trinity: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player Trinity: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptivity switched on 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Player 1 Trinity added. 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Instantiated 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Operation mode set to 0 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Process time 0:00:00 Start of processing 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Process time 0:00:00 : Start of cycle 0 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Process time 0:00:00 : Agent computes action... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Start of action computation for all agents... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player 0 Neo: Action computation started 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player 0 Neo: Action computation finished 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player 1 Trinity: Action computation started 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player 1 Trinity: Action computation finished 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: End of action computation for all agents... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Process time 0:00:00 : Env processes action... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Start processing action 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Actions of agent 0 = [0.02821633] 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Actions of agent 1 = [0.5796828  0.73351315] 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Potential Game Board MultiCartPole(PGT): Action processing finished successfully 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Process time 0:00:01 : Agent adapts policy... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Adaptation started 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Start of adaptation for all agents... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Start adaption for agent 0 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player 0 Neo: Adaptation started 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptation started 
YYYY-MM-DD  HH:MM:SS.SSSSSS  W  Policy MyPolicy: Sorry, I am a stupid agent... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Start adaption for agent 1 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Player 1 Trinity: Adaptation started 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Policy MyPolicy: Adaptation started 
YYYY-MM-DD  HH:MM:SS.SSSSSS  W  Policy MyPolicy: Sorry, I am a stupid agent... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: End of adaptation for all agents... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Process time 0:00:01 : End of cycle 0 
... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Multi-Player Human Beings: Start vizualization for all agents... 
YYYY-MM-DD  HH:MM:SS.SSSSSS  I  Game Matrix: Process time 0:00:12 End of processing