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Update CHANGELOG
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Toni-SM committed Jan 15, 2025
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Expand Up @@ -7,7 +7,6 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
- Utilities to operate on Gymnasium spaces (`Box`, `Discrete`, `MultiDiscrete`, `Tuple` and `Dict`)
- `parse_device` static method in ML framework configuration (used in library components to set up the device)
- Model instantiator support for different shared model structures in PyTorch
- Support for other model types than Gaussian and Deterministic in runners
- Support for automatic mixed precision training in PyTorch
- `init_state_dict` method to initialize model's lazy modules in PyTorch
- Model instantiators `fixed_log_std` parameter to define immutable log standard deviations
Expand All @@ -20,6 +19,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
- Drop support for PyTorch versions prior to 1.10 (the previous supported version was 1.9)
- Update KL Adaptive learning rate scheduler implementation to match Optax's behavior in JAX
- Update AMP agent to use the environment's terminated and truncated data, and the KL Adaptive learning rate scheduler
- Update runner implementations to support definition of arbitrary agents and their models
- Speed up PyTorch implementation:
- Disable argument checking when instantiating distributions
- Replace PyTorch's `BatchSampler` by Python slice when sampling data from memory
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