original_docstring: 
          forward of both actor and critic
          
docstring: forward of both actor and critic
docstring_tokens: forward of both actor and critic
code: def forward(self, x):
          """
          forward of both actor and critic
          """
          x = self.encode(x)
  
          # actor: choses action to take from state s_t
          # by returning probability of each action
          action_prob = self.actor(x)
  
          # assert False, f"Action prob: {action_prob}"
          # critic: evaluates being in the state s_t
          state_values = self.critic(x)
  
          # return values for both actor and critic as a tuple of 2 values:
          # 1. a list with the probability of each action over the action space
          # 2. the value from state s_t
          return action_prob, state_values
code_tokens: def forward ( self , x ) : x = self . encode ( x ) action_prob = self . actor ( x ) state_values = self . critic ( x ) return action_prob , state_values
short_docstring: forward of both actor and critic
short_docstring_tokens: forward of both actor and critic
comment: """
          forward of both actor and critic
          """$SEP$# actor: choses action to take from state s_t$SEP$# by returning probability of each action$SEP$# assert False, f"Action prob: {action_prob}"$SEP$# critic: evaluates being in the state s_t$SEP$# return values for both actor and critic as a tuple of 2 values:$SEP$# 1. a list with the probability of each action over the action space$SEP$# 2. the value from state s_t