original_docstring: ADFQ - Numeric posterior update helper function for batch update
      
docstring: Numeric posterior update helper function for batch update
docstring_tokens: Numeric posterior update helper function for batch update
code: def posterior_adfq_batch_helper(target_means, target_vars, c_mean, c_var, discount, scale_factor, asymptotic=False, noise=0.0):
      """ADFQ - Numeric posterior update helper function for batch update
      """
      batch_stats = []
      for k in range(target_means.shape[0]):
          stats = posterior_adfq_helper(target_means[k], target_vars[k], c_mean[k], c_var[k], discount, scale_factor, asymptotic=False, noise=noise)
          batch_stats.append(stats)
      return np.array(batch_stats)
code_tokens: def posterior_adfq_batch_helper ( target_means , target_vars , c_mean , c_var , discount , scale_factor , asymptotic = False , noise = 0.0 ) : batch_stats = [ ] for k in range ( target_means . shape [ 0 ] ) : stats = posterior_adfq_helper ( target_means [ k ] , target_vars [ k ] , c_mean [ k ] , c_var [ k ] , discount , scale_factor , asymptotic = False , noise = noise ) batch_stats . append ( stats ) return np . array ( batch_stats )
short_docstring: ADFQ - Numeric posterior update helper function for batch update
short_docstring_tokens: ADFQ - Numeric posterior update helper function for batch update
comment: """ADFQ - Numeric posterior update helper function for batch update
      """