def _print_state(state, action_record):
''' Print out the state
Args:
state (dict): A dictionary of the raw state
action_record (list): A list of the historical actions
'''
_action_list = []
for i in range(1, len(action_record) + 1):
if action_record[-i][0] == state['current_player']:
break
_action_list.insert(0, action_record[-i])
for pair in _action_list:
print('>> Player', pair[0], 'chooses', pair[1])
print('\n=============== Community Card ===============')
print_card(state['public_card'])
print('=============== Your Hand ===============')
print_card(state['hand'])
print('=============== Chips ===============')
print('Yours: ', end='')
for _ in range(state['my_chips']):
print('+', end='')
print('')
for i in range(len(state['all_chips'])):
if i != state['current_player']:
print('Agent {}: '.format(i), end='')
for _ in range(state['all_chips'][i]):
print('+', end='')
print('\n=========== Actions You Can Choose ===========')
print(', '.join([
str(index) + ': ' + action
for index, action in enumerate(state['legal_actions'])
]))
print('')
def play(env):
while (True):
print(">> Start a new game")
trajectories, payoffs = env.run(is_training=False)
print(trajectories)
# If the human does not take the final action, we need to
# print other players action
if len(trajectories[0]) != 0:
final_state = trajectories[0][-1][-2]
action_record = final_state['action_record']
_action_list = []
for i in range(1, len(action_record)+1):
_action_list.insert(0, action_record[-i])
for pair in _action_list:
print('>> Player', pair[0], 'chooses', pair[1])
# Let's take a look at what the agent card is
print('============= DQN ============')
print_card(env.get_perfect_information()['hand_cards'][1])
print('=============== Result ===============')
if payoffs[0] > 0:
print('You win {} chips!'.format(payoffs[0]))
elif payoffs[0] == 0:
print('It is a tie.')
else:
print('You lose {} chips!'.format(-payoffs[0]))
print('')
log(payoffs[0])
input("Press any key to continue...")
def _print_state(state, raw_legal_actions, action_record):
''' Print out the state
Args:
state (dict): A dictionary of the raw state
action_record (list): A list of the each player's historical actions
'''
_action_list = []
for i in range(1, len(action_record) + 1):
_action_list.insert(0, action_record[-i])
for pair in _action_list:
print('>> Player', pair[0], 'chooses', pair[1])
print('\n============= Dealer Hand ===============')
print_card(state['dealer hand'])
num_player = len(state) - 3
for i in range(num_player):
print('=============== Player {} Hand ==============='.format(i))
print_card(state['player' + str(i) + ' hand'])
print('\n=========== Actions You Can Choose ===========')
print(', '.join([
str(index) + ': ' + action
for index, action in enumerate(raw_legal_actions)
]))
print('')
def _print_state(state, action_record):
''' Print out the state
Args:
state (dict): A dictionary of the raw state
action_record (list): A list of the historical actions
'''
_action_list = []
for i in range(1, len(action_record) + 1):
if action_record[-i][0] == state['current_player']:
break
_action_list.insert(0, action_record[-i])
for pair in _action_list:
print('>> Player', pair[0], 'chooses', pair[1])
print('\n=============== Community Card ===============')
print_card(state['public_cards'])
print('============= Player', state["current_player"],
'- Hand =============')
print_card(state['hand'])
print('=============== Chips ===============')
print('In Pot:', state["pot"])
print('Remaining:', state["stakes"])
print('\n=========== Actions You Can Choose ===========')
print(', '.join([
str(index) + ': ' + str(action)
for index, action in enumerate(state['legal_actions'])
]))
print('')
print(state)
def render(self, mode='human'):
for player in self.possible_agents:
state = self.env.game.get_state(self._name_to_int(player))
print("\n=============== {}'s Hand ===============".format(player))
print_card(state['hand'])
print("\n{}'s Chips: {}".format(player, state['my_chips']))
print('\n================= Public Cards =================')
print_card(state['public_cards']) if state['public_cards'] else print('No public cards.')
print('\n')
def render(self, mode='human'):
for player in self.agents:
state = self.env.game.round.players[self._name_to_int(player)].hand
print("\n===== {}'s Hand =====".format(player))
print_card([c.__str__()[::-1] for c in state])
state = self.env.game.get_state(0)
print("\n==== Top Discarded Card ====")
print_card([c.__str__() for c in state['top_discard']] if state else None)
print('\n')
def render(self, mode="human"):
for player in self.possible_agents:
state = self.env.game.round.players[self._name_to_int(player)].hand
print("\n===== {}'s Hand =====".format(player))
print_card([c.__str__()[::-1] for c in state])
state = self.env.game.get_state(0)
print("\n==== Top Discarded Card ====")
print_card([c.__str__()
for c in state["discard_pile"][-1]] if state else None)
print("\n")
def game_over_print(self, win_condition, winners, payoffs):
if win_condition:
for i in range(self.num_players):
player_id = self.players[i].get_player_id()
hand = self.players[i].get_hand()
print("Player {}:".format(player_id))
print(print_card(hand))
print("Public Cards:")
print(print_card(self.public_cards))
print("The winner is Player {}. It wins {} chips.".format(
np.where(np.array(winners) == 1)[0], max(payoffs)))
def _print_state(state, action_record):
''' Print out the state
Args:
state (dict): A dictionary of the raw state
action_record (list): A list of the historical actions
'''
_action_list = []
for i in range(1, len(action_record)+1):
if action_record[-i][0] == state['current_player']:
break
_action_list.insert(0, action_record[-i])
for pair in _action_list:
print('>> Player', pair[0], 'chooses', pair[1])
print('\n=============== Community Card ===============')
print_card(state['public_cards'])
print('============= Player',state["current_player"],'- Hand =============')
def test_print_cards(self):
self.assertEqual(len(elegent_form('S9')), 2)
self.assertEqual(len(elegent_form('ST')), 3)
print_card(None)
print_card('S9')
print_card('ST')
_action_list = []
for i in range(num_players):
final_state.append(trajectories[i][-1][-2])
state.append(final_state[i]['raw_obs'])
action_record.append(final_state[i]['action_record'])
for i in range(1, len(action_record) + 1):
_action_list.insert(0, action_record[-i])
for pair in _action_list[0]:
print('>> Player', pair[0], 'chooses', pair[1])
# Let's take a look at what the agent card is
print('=============== Dealer hand ===============')
print_card(state[0]['state'][1])
for i in range(num_players):
print('=============== Player {} Hand ==============='.format(i))
print_card(state[i]['state'][0])
print('=============== Result ===============')
for i in range(num_players):
if payoffs[i] == 1:
print('Player {} win {} chip!'.format(i, payoffs[i]))
elif payoffs[i] == 0:
print('Player {} is tie'.format(i))
else:
print('Player {} lose {} chip!'.format(i, -payoffs[i]))
print('')
# If the human does not take the final action, we need to
# print other players action
if len(trajectories[0]) != 0:
final_state = trajectories[0][-1]
action_record = final_state['action_record']
state = final_state['raw_obs']
_action_list = []
for i in range(1, len(action_record) + 1):
"""
if action_record[-i][0] == state['current_player']:
break
"""
_action_list.insert(0, action_record[-i])
for pair in _action_list:
print('>> Player', pair[0], 'chooses', pair[1])
# Let's take a look at what the agent card is
print('============= Random Agent ============')
print_card(env.get_perfect_information()['hand_cards'][1])
print('=============== Result ===============')
if payoffs[0] > 0:
print('You win {} chips!'.format(payoffs[0]))
elif payoffs[0] == 0:
print('It is a tie.')
else:
print('You lose {} chips!'.format(-payoffs[0]))
print('')
input("Press any key to continue...")
def _print_state(state, action_record):
''' Print out the state
Args:
state (dict): A dictionary of the raw state
action_record (list): A list of the historical actions
'''
_action_list = []
for i in range(1, len(action_record)+1):
if action_record[-i][0] == state['current_player']:
break
_action_list.insert(0, action_record[-i])
for pair in _action_list:
print('>> Player', pair[0], 'chooses', pair[1])
print('\n=============== Community Card ===============')
print_card(state['public_cards'])
print('============= Player',state["current_player"],'- Hand =============')
print_card(state['hand'])
print('=============== Chips ===============')
print('In Pot:',state["pot"])
print('Remaining:',state["stakes"])
print('\n=========== Actions You Can Choose ===========')
print(', '.join([str(index) + ': ' + str(action) for index, action in enumerate(state['legal_actions'])]))
print('')
print(state)
