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Adding updates for Quadrotor #166
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Commits on Jul 18, 2023
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1. PPO configs. 2. Make cartpole init states harder. 3. First version…
… of JSRL on PPO.
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Commits on Jul 22, 2023
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1. HPO strategies. 2. test on hpo for ppo. 3. another way to save che…
…ckpoint in ppo.py. 4. Boolean var in ppo_sampler.
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Commits on Apr 10, 2024
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1. clean up code for ppo controller, hyperparameter module. 2. Test o…
…ut package dependencies and MySQL database.
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Commits on Apr 15, 2024
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1. remove 'pandas' and 'seaborn' in package dependencies. 2. move tes…
…ts to tests. 3. write comments in batch GP in GPMPC controller. 4. move experiments in examples.
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1. ignore W503 and W504 as they conflict in pre-commit-config. 2. run…
… and pass this version of pre-commit hooks.
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Commits on Apr 17, 2024
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1. standardize hpo template in the examples. 2. remove _learn(). 3. a…
…dd an example of hpo for gpmpc.
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Commits on Apr 19, 2024
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1. update config of cartpole task. 2. add max_steps and exponentiated…
… avg return in base_experiment.py. 3. use BaseExperiment class in hpo example 3. add hp study bash script and jupyter notebook for gpmpc.
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Commits on Apr 22, 2024
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1. add bash files to automate hpo pipeline for gpmpc. 2. update gpmpc…
… config. 3. add done_on_max_steps in base_experiment.py. 4. remove _run() and use BaseExperiment in hpo.
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Commits on May 3, 2024
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1. Both PPO and PID is working. 2. Tune the objective function and ch…
…ange the constraint bounds.
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1. new hpo configs with rmse as the objective. 2. turning q and r int…
…o tunable hyperparameters.
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HPO support for ilqr, gpmpc, gpmpc_acados, and ppo on cartpole. Corre…
…sponding unittests are checked and passed.
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1. add exponentiated mse metric. 2. add seed to control env randoness…
… in ilqr. 3. update configs.
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update MPC solver failure handeling; terminal cost and ancilliary gai…
…n; open-loop sol plotting
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Revert "small fix for rmse compute for ppo and sac"
This reverts commit b9bdadf.
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change hyperparameter search space for ppo to avoid batch zero error …
…and consider default hyperparmeters.
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1. add Vizier option. 2. add parallel_job option in hpo.sh. 3. add tr…
…aj plotting script.
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1. avoid evaluation during hpo for ppo. 2. Save trials and plot for V…
…izier. 3. improve parallel computes for Vizier.
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Prepare for deploying on cluster: 1. add weights & Biases. 2. improve…
… logging. 3. change PPO search space. 4. make cost parameters independent. 5. save intermediate results during HPO. 6. two packages tested on iLQR, GPMPC, and PPO.
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