Optional numeric return head (predicts percent change for 1s,1m,1h,1d)

core/orchestrator.py

@@ -6899,6 +6899,16 @@ class TradingOrchestrator:
             if hasattr(self.enhanced_training_system, "start_training"):
                 self.enhanced_training_system.start_training()
                 logger.info("Enhanced real-time training started")
+                
+                # Start Enhanced Reward System integration
+                try:
+                    from core.enhanced_reward_system_integration import start_enhanced_rewards_for_orchestrator
+                    # Fire and forget task to start integration
+                    import asyncio as _asyncio
+                    _asyncio.create_task(start_enhanced_rewards_for_orchestrator(self, symbols=[self.symbol] + self.ref_symbols))
+                    logger.info("Enhanced reward system started")
+                except Exception as e:
+                    logger.error(f"Error starting enhanced reward system: {e}")
                 return True
             else:
                 logger.warning(