YUE DaJiong

Bugs in PPO

7

1) counter 2) for index in BatchSampler(SubsetRandomSampler(range(self.buffer_capacity), self.batch_size, True)):

Benchmark (FullConnection + IncrementalLearning) with Test Acc. 98.77%!

11

Please refer to: https://github.com/yuenuting incremental-learning-world-record-mnist-fashion-v1 (as title, and the portal of these projects. ) incremental-learning-world-record-mnist-fashion-v2 (95.41 ~ 97.0) incremental-learning-world-record-mnist-fashion-v3 (96.17 ~ 97.5) incremental-learning-world-record-mnist-fashion-v4 (98.**) incremental-learning-world-record-mnist-fashion-v* (open or not, under discussion...

https://github.com/moonblue333/ProteinFoldPrediction/blob/main/RoseTTAFold.txt 

surrogate_cond, grad_surrogate_cond = value_and_grad(surrogate_cond)(params): value_and_grad only applies to real scalar-output functions. Try jacobian, elementwise_grad or holomorphic_grad.

main.py, no EmpowermentSkills

2

from maml_rl.policies.empowerment_skills import EmpowermentSkills

Where / how to get the pose files: *_ligand_pose_*.mol2

1

as tilte, thanks.