environment_design_config.json

{
                 
"process_config":{"design_config":"/home/splathottam/GitHub/solventx/configurations/design_b.json",
                  "variable_config":"/home/splathottam/GitHub/solventx/env_design_config.json" },
    
"environment_config":{"random_seed":"","goals":{"recority":{},"recovery":{"success_threshold":0.9},"purity":{"success_threshold":0.99}},
                      "discrete_actions":false,
                      "increment_actions_per_variable":1,"decrement_actions_per_variable":1,
                      "max_episode_steps":10,
                      "observed_variables":["(HA)2(org)",
                                               "H+ Extraction","H+ Scrub","H+ Strip",
                                               "OA Extraction","OA Scrub","OA Strip",
                                               "Recycle",
                                               "Extraction","Scrub","Strip",
                                               "Nd","Pr","Ce","La"],
                      "action_variables":["(HA)2(org)",
                                          "OA Extraction","OA Scrub","OA Strip",
                                          "Recycle",
                                          "Extraction","Scrub","Strip"],
                      "masked_variables":[]
                     },
                     
"logging_config":{"verbosity":"DEBUG","save_data":true,"save_interval":10},
"reward_config":{"min":-1.0,"max":1.0,
                 "metrics":{"recovery":{"weight":0.5,
                                        "min":0.0,
                                        "thresholds":{"0":{"threshold":0.75,"reward":1.0}
                                                     }      
                                       }, 
                           "purity":{"weight":1.5,
                                     "min":0.0,
                                     "thresholds":{"0":{"threshold":0.985,"reward":1.0}
                                                  }
                                    },
                         "recority":{"weight":1.0,
                                     "min":0.0,
                                     "thresholds":{"0":{"threshold":0.1,"reward":0.0},
                                                  "1":{"threshold":0.2,"reward":"metric/3"},
                                                  "2":{"threshold":0.4,"reward":"metric/2"},
                                                  "3":{"threshold":0.6,"reward":"metric"},
                                                  "4":{"threshold":0.9,"reward":1.0}
                                                  }                                         
                                    }
                          }
                 }
}