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Smart Control Project Documentation
Environment Module
Simulation Components
Building Simulation
HVAC Systems
Weather Controllers
Occupancy Models
Reward Functions
BaseSetpointEnergyCarbonRewardFunction
SetpointEnergyCarbonRewardFunction
SetpointEnergyCarbonRegretFunction
ElectricityEnergyCost
NaturalGasEnergyCost
Learning Algorithms
Monte Carlo Tree Search
Soft Actor Critic
Deep Deterministic Policy Gradient
Twin Delayed Deep Deterministic Policy Gradient
Configuration
System Interaction and Architecture
Metrics Interpretation
Contributing to the Project
Best Practices
Reinforcement Learning Module
RL Agents
Policies
Replay Buffer
Observers
Visualization
Scripts
Additional Resources
Tutorials
Glossary
Smart Control Project Documentation
Reward Functions
Reward Functions
The reward functions define how the agent’s actions are evaluated, guiding the learning process towards desired outcomes.
Table of contents
BaseSetpointEnergyCarbonRewardFunction
SetpointEnergyCarbonRewardFunction
SetpointEnergyCarbonRegretFunction
ElectricityEnergyCost
NaturalGasEnergyCost