intelligent-environments-lab / CityLearn

Official reinforcement learning environment for demand response and load shaping

Repository from Github https://github.comintelligent-environments-lab/CityLearn

intelligent-environments-lab/CityLearn Issues

[FEATURE REQUEST] Update documentation after v2 paper is published
Updated 5 months ago
[FEATURE REQUEST] Function to generate solar generation data for a location given a weather file
Closed 5 months ago
[FEATURE REQUEST] Generate schema from End Use Load Profiles dataset
Closed 5 months ago
[FEATURE REQUEST] Publish BS2023 dataset with LSTM models
Closed 5 months ago
[FEATURE REQUEST] EV and EV charger model, and EV dataset for simulating EV loads
Closed 5 months ago
[FEATURE REQUEST] Occupant thermostat override model
Closed 5 months ago
[FEATURE REQUEST] Ability to override internal auto-definition of action and observation space limits with user defined limits
Closed 5 months ago
[BUG] Unsupported Action Space Error with SAC in RLlib Multi-Agent CityLearn Environment
Closed 5 months ago3
Grid Power Limitation
Updated 5 months ago3
[FEATURE REQUEST] Question about Rendering Support in CityLearn
Closed 6 months ago4
[FEATURE REQUEST] RLlib single-agent and multi-agent wrapper
Closed a year ago
[FEATURE REQUEST] Upgrade CityLearn to later Python version and gymnasium environment
Closed a year ago
[FEATURE REQUEST] Create thermostat class
Closed a year ago
[BUG]
Closed a year ago1
Question: Mapping discrete actions to continuous space
Closed a year ago1
[BUG] Inconsistent update function
Closed a year ago1
[BUG]
Closed a year ago1
[FEATURE REQUEST] Update the pandas version ? 1.3.5 was released in 2021
Closed a year ago
question about how to integrate prediction and control model
Closed a year ago1
compatibility issue with latest gym (0.26.1) and stable -baseline3 (2.0.0)[
Closed a year ago19
compatitable issue
Closed a year ago3
[BUG] CityLearnEnv.evaluate() raises AttributeError
Closed 2 years ago1
[BUG] env.observation_names does not provide names for the entire observation space
Closed 2 years ago5
[BUG] stable-baselines3 version incompatible with gym environment
Closed 2 years ago4
[FEATURE REQUEST] Adding Vehicle batteries to the environment
Closed 2 years ago6
Testing
Closed 2 years ago5
[BUG] The day_type returned by get_periodic_observation_metadata function in building.py might be wrong
Closed 2 years ago2
[BUG] citylearn.reward_function.MARL
Closed 2 years ago1
[BUG] SAC Agent normalization AssertionError
Closed 2 years ago2
[BUG] custom_module not found when trying to update scheme after defining CustomReward class
Closed 2 years ago6
[FEATURE REQUEST] Is there a way to access the planned states and actions?
Closed 2 years ago2
TypeError for when running model.learn(episodes=1, deterministic_finish=True)
Closed 2 years ago4
Where can we find a winner solution for CityLearn Challenge 2022
Closed 2 years ago3
Add support for stable baselines3
Closed 2 years ago
Reduce simulation and RL training time
Closed 2 years ago
AttributeError
Closed 2 years ago2
SOC calculation in building observation property
Closed 2 years ago
Question regarding evaluation
Closed 2 years ago2
Pip package not properly working
Closed 2 years ago2
Dimension error within the environment
Closed 2 years ago5
MARLISA agent states
Closed 2 years ago1
Battery degradation causing soc > 1.0
Closed 2 years ago1
Error while running citylearn_sb3.py
Closed 3 years ago1
CityLearn competitin missing info on the online evaluation
Closed 3 years ago1
Battery.energy_balance() applies efficiency losses twice
Closed 3 years ago3
ModuleNotFoundError: No module named 'rewards'
Closed 3 years ago
SB3 example error: observation spaces not consistent
Closed 3 years ago2
Building electrical_storage capacity resetting
Closed 3 years ago1
One question about Marlisa training.
Closed 3 years ago6
api error
Closed 3 years ago1