OrderedDict([('agent', 'ppo'),
             ('states',
              {'MID_1_bids': {'price': {'max_value': 2000,
                                        'min_value': 0,
                                        'shape': (10,),
                                        'type': 'float'},
                              'promise_date': {'num_values': 10,
                                               'shape': (10,),
                                               'type': 'int'},
                              'qty': {'max_value': 200000,
                                      'min_value': 0,
                                      'shape': (10,),
                                      'type': 'float'},
                              'supplier_tier': {'num_values': 4,
                                                'shape': (10,),
                                                'type': 'int'}},
               'purchaser_state': {'shape': (19,), 'type': 'float'}}),
             ('actions',
              {'MID_1_counters': {'concessions': {'future_date': {'num_values': 10,
                                                                  'shape': (10,),
                                                                  'type': 'int'},
                                                  'price': {'max_value': 2000,
                                                            'min_value': 0,
                                                            'shape': (10,),
                                                            'type': 'float'},
                                                  'promise_date': {'num_values': 10,
                                                                   'shape': (10,),
                                                                   'type': 'int'},
                                                  'qty': {'max_value': 200000,
                                                          'min_value': 0,
                                                          'shape': (10,),
                                                          'type': 'float'}},
                                  'price': {'max_value': 2000,
                                            'min_value': 0,
                                            'shape': (10,),
                                            'type': 'float'},
                                  'promise_date': {'num_values': 10,
                                                   'shape': (10,),
                                                   'type': 'int'},
                                  'qty': {'max_value': 200000,
                                          'min_value': 0,
                                          'shape': (10,),
                                          'type': 'float'}},
               'choose_bids_MID_1': {'max_value': 1,
                                     'min_value': -1,
                                     'shape': (10,),
                                     'type': 'float'}}),
             ('max_episode_timesteps', 104),
             ('batch_size', 26),
             ('network', 'auto'),
             ('use_beta_distribution', False),
             ('memory', 'minimum'),
             ('update_frequency', 'batch_size'),
             ('learning_rate', 0.001),
             ('subsampling_fraction', 0.33),
             ('optimization_steps', None),
             ('likelihood_ratio_clipping', 0.25),
             ('discount', 0.99),
             ('predict_terminal_values', False),
             ('baseline', None),
             ('baseline_optimizer', None),
             ('state_preprocessing', 'linear_normalization'),
             ('reward_preprocessing', None),
             ('exploration', 0.0),
             ('variable_noise', 0.0),
             ('l2_regularization', 0.0),
             ('entropy_regularization', 0.0),
             ('parallel_interactions', 2),
             ('config', {'enable_int_action_masking': False}),
             ('saver', None),
             ('summarizer', None),
             ('recorder', None)])