1.1.0

Highlights

• New GNN Model
• New VMAS scenarios and VMAS MPE scenarios
• Multiple bug fixes and new configuration parameters
• BenchMARL 1.1.0 is paired to TorchRL 0.3.0

What's Changed

• [Model] GNN by @matteobettini in #30
• [Docs] Citation by @matteobettini in #39
• [BugFix] Fix discrete SAC by @matteobettini in #40
• [Tasks] VMAS MPE (Vectorized) by @matteobettini in #42
• [Feature] Optional Tanh transfromed distributions in algorithms by @matteobettini in #45
• [Feature] Choose if evaluation is run on sampled actions or on mode by @matteobettini in #49
• [BugFix] Use correct types to prevent multiwalker init error. by @KaleabTessera in #47
• [CI] Fix code cov by @matteobettini in #51
• [Feature] More VMAS tasks by @matteobettini in #48
• [Doc] Fix Typo by @matteobettini in #57
• [BugFix] Rename PPO params by @matteobettini in #59
• [Doc] Fix typo by @matteobettini in #60
• [CI] Run main tests with torchrl nightly and have a separate CI for testing torchrl stable by @matteobettini in #53
• [Refactor] Adapt PPO parameter names by @matteobettini in #62
• [Versioning] 1.1.0 by @matteobettini in #61

New Contributors

• @KaleabTessera made their first contribution in #47

Full Changelog: 1.0.0...1.1.0