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YangyangFu
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mpc-drl-tl
A paper plan for comparing MPC and DRL/TL in building control
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Support on inverse algorithm
#126
mingzhe37
closed
10 months ago
3
Permission error when run testcase
#125
mingzhe37
closed
10 months ago
2
Issue85 five zone open gym
#124
YangyangFu
closed
1 year ago
0
clean five zone gym env to follow latest env conventions
#123
YangyangFu
opened
1 year ago
0
Add EnergyPlus FMU to gym environment
#122
YangyangFu
opened
1 year ago
0
Add HuRL control example
#121
YangyangFu
opened
1 year ago
0
Add MPC-integration RL example
#120
YangyangFu
opened
1 year ago
0
update FMU-gym with OpenModelica as Modelica backend
#119
YangyangFu
opened
1 year ago
0
update gym with Gymnasium
#118
YangyangFu
opened
1 year ago
0
register PyTorch models with openGym environment
#117
YangyangFu
opened
1 year ago
0
support devcontainer
#116
YangyangFu
closed
1 year ago
0
Fix/clean folder
#115
YangyangFu
closed
1 year ago
0
Fix/computation time
#114
YangyangFu
closed
1 year ago
0
enable ray.tune on GPUs
#113
YangyangFu
opened
1 year ago
0
Fix/docker env gpu
#112
YangyangFu
closed
1 year ago
0
Feature/bestest air boptest
#111
YangyangFu
closed
1 year ago
0
Modelica-based Linearization techniques for optimal control
#110
YangyangFu
opened
1 year ago
0
update GPU docker due to Nvidia updates
#109
YangyangFu
closed
1 year ago
0
initiate inverse reinforcement learning from expert data
#108
YangyangFu
opened
2 years ago
0
initiate differentiable MPC
#107
YangyangFu
opened
2 years ago
0
Issue104 perfect mpc
#106
YangyangFu
closed
2 years ago
0
practical DRL training and testing on non-repeatable tasks
#105
YangyangFu
opened
2 years ago
0
perfect MPC for single zone
#104
YangyangFu
closed
2 years ago
1
Design of comprehensive comparison matrix
#103
YangyangFu
opened
2 years ago
0
Issue101 mpc results
#102
YangyangFu
closed
2 years ago
0
added MPC tuning results for paper
#101
YangyangFu
closed
2 years ago
1
Feature/bestest air boptest
#100
YangyangFu
closed
2 years ago
0
refactorize code to plot training history as Tianshou's examples
#99
YangyangFu
closed
2 years ago
0
The number of future steps in the state design
#98
YangyangFu
closed
2 years ago
0
create a new environment using Shichao's wrapper update
#97
YangyangFu
opened
2 years ago
2
check if tianshou normalize states for DRL algorithms
#96
YangyangFu
closed
2 years ago
1
fixed the wrong use of env_step in discrete DRL
#95
YangyangFu
closed
2 years ago
0
The learning experience at the unoccupied time
#94
terrancelu92
opened
2 years ago
1
Update the air side model which is not fixed COP
#93
terrancelu92
closed
2 years ago
0
The environmental action limits seems not work in Tianshou PPO
#92
terrancelu92
closed
2 years ago
2
Restructure the environment to distinguish the airside model and the …
#91
terrancelu92
closed
2 years ago
0
Add fmu log level for debugging purpose
#90
YangyangFu
opened
2 years ago
0
Epsilon-greedy strategy in test_ddqn_tianshou.py
#89
terrancelu92
closed
2 years ago
3
Issue83 fivezonemodel
#88
terrancelu92
closed
2 years ago
0
influence of zone ARX model on the MPC performance
#87
YangyangFu
opened
2 years ago
0
Issue83 fivezonemodel
#86
terrancelu92
closed
2 years ago
1
5-zone jModelica DRL open-gym environment and testcase
#85
terrancelu92
opened
2 years ago
2
Issue80 mpc casadi
#84
YangyangFu
closed
2 years ago
0
Issue80 mpc casadi
#83
YangyangFu
closed
2 years ago
0
Test MPC for single zone temperature with increased thermal mass
#82
YangyangFu
closed
2 years ago
0
Issue80 mpc casadi
#81
YangyangFu
closed
2 years ago
0
reformulate MPC for single zone using Casadi
#80
YangyangFu
closed
2 years ago
1
update final results without sac
#79
YangyangFu
closed
2 years ago
0
added final tuning results for both discrete and continuous environment
#78
YangyangFu
closed
2 years ago
0
add lastest tuning for single zone damper control environment
#77
YangyangFu
closed
2 years ago
0
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