Releases
0.8.0
[0.8.0] - 2022-10-03
Added
AMP agent for physics-based character animation
Manual trainer
Gaussian model mixin
Support for creating shared models
Parameter role
to model methods
Wrapper compatibility with the new OpenAI Gym environment API (by @JohannLange )
Internal library colored logger
Migrate checkpoints/models from other RL libraries to skrl models/agents
Configuration parameter store_separately
to agent configuration dict
Save/load agent modules (models, optimizers, preprocessors)
Set random seed and configure deterministic behavior for reproducibility
Benchmark results for Isaac Gym and Omniverse Isaac Gym on the GitHub discussion page
Franka Emika real-world example
Changed
Models implementation as Python mixin [breaking change ]
Multivariate Gaussian model (GaussianModel
until 0.7.0) to MultivariateGaussianMixin
Trainer's cfg
parameter position and default values
Show training/evaluation display progress using tqdm
(by @JohannLange )
Update Isaac Gym and Omniverse Isaac Gym examples
Fixed
Missing recursive arguments during model weights initialization
Tensor dimension when computing preprocessor parallel variance
Models' clip tensors dtype to float32
Removed
Parameter inference
from model methods
Configuration parameter checkpoint_policy_only
from agent configuration dict
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