Refactored the benchmarking process

benchmark/benchmark.py

@@ -0,0 +1,21 @@
+from typing import Any, Dict, Optional, Tuple
+
+from gymnasium.core import ObsType
+
+from primaite.session.environment import PrimaiteGymEnv
+
+
+class BenchmarkPrimaiteGymEnv(PrimaiteGymEnv):
+    """
+    Class that extends the PrimaiteGymEnv.
+
+    The reset method is extended so that the average rewards per episode are recorded.
+    """
+
+    total_time_steps: int = 0
+
+    def reset(self, seed: Optional[int] = None) -> Tuple[ObsType, Dict[str, Any]]:
+        """Overrides the PrimAITEGymEnv reset so that the total timesteps is saved."""
+        self.total_time_steps += self.game.step_counter
+
+        return super().reset(seed=seed)