v0.0.3

What's Changed

• chore: refactor types by @EdanToledo in #106
• Fix: Sebulba PPO Metrics by @EdanToledo in #108
• feat: add MLP torso after CNN torso by @EdanToledo in #110
• chore: add some extra alg run checks by @EdanToledo in #111
• fix: make FlattenObservationWrapper also flatten next_obs by @JesseSilverberg in #115
• Edan toledo/issue112 by @EdanToledo in #117
• Feat/add jax env factory by @EdanToledo in #118
• chore: move system config files into separate folders by @EdanToledo in #119
• Fix typos by @BioGeek in #120
• feat: add SPS for trainer by @EdanToledo in #129
• fix: logger accepts arrays as data and use tensorboard_logger Logger by @Your-Cheese in #131
• feat: add slurm launcher by @EdanToledo in #133
• fix: add specific system condition for envpool installation by @EdanToledo in #124
• chore: add uuid to uniqueid by @EdanToledo in #134
• Feat/add r2d2 by @EdanToledo in #137
• Feat/add impala by @EdanToledo in #138
• chore: Redundant duplicate tests and linters workflow in PR's by @mmcaulif in #149
• fix: issue with GAE calc and add test case by @EdanToledo in #148
• feat: add readme for algorithms by @EdanToledo in #150
• fix: change fbx api by @EdanToledo in #151
• feat: pass config env kwargs to gymnax via envparams by @emergenz in #152
• Chore/make wrappers work sebulba by @EdanToledo in #141
• feat: add spo by @EdanToledo in #144
• Improve sebulba by @EdanToledo in #161
• Fix/gae calc by @EdanToledo in #160
• fix: do not remove hydra logging handler by @emergenz in #158
• Feat/add single torso impala by @EdanToledo in #164
• feat: Migration to UV by @mmcaulif in #155
• Feat/pqn by @EdanToledo in #122
• feat: add optional obs norm to ff_ppo.py by @EdanToledo in #167
• [FIX] Fix the logger if there are no streamhandlers by @Michael-Beukman in #173
• [FEATURE] Kinetix by @Michael-Beukman in #172
• Fix the Kinetix pixels config by @Michael-Beukman in #175
• Feat/use stoa wrappers by @EdanToledo in #177

New Contributors

• @JesseSilverberg made their first contribution in #115
• @BioGeek made their first contribution in #120
• @Your-Cheese made their first contribution in #131
• @mmcaulif made their first contribution in #149
• @emergenz made their first contribution in #152
• @Michael-Beukman made their first contribution in #173

Full Changelog: v0.0.2...v0.0.3

v0.0.2

What's Changed

• fix: clip mpo actions used in q function to avoid extrapolation by @EdanToledo in #55
• chore: remove self-implemented code in favour of jumanji wrapper by @EdanToledo in #56
• fix: use of truncation in GAE calc by @EdanToledo in #57
• fix: add option to use GAE as value targets by @EdanToledo in #58
• feat: add running statistics utils modified from acme by @EdanToledo in #60
• feat: add beta distribution policy head by @EdanToledo in #63
• Chore/refactor loss metrics by @EdanToledo in #61
• Feat/add ppo penalty by @EdanToledo in #64
• chore: slight change to configs by @EdanToledo in #65
• chore: Make Update Batch Size not affect num envs, buffer size and batch size by @EdanToledo in #68
• fix: double critic being initialised to same network by @EdanToledo in #73
• Chore/refactor type by @EdanToledo in #74
• Feat/add vmpo by @EdanToledo in #75
• fix: recurrent ppo by @EdanToledo in #76
• Chore/change mpo loss by @EdanToledo in #80
• feat: add notebook to plot stoix algorithms by @EdanToledo in #87
• chore: edit readme by @EdanToledo in #88
• feat: add a weights and biases logger by @EdanToledo in #89
• fix: add nstep transitions to d4pg by @EdanToledo in #92
• Feat/rainbow by @RPegoud in #86
• Chore/change muzero networks by @EdanToledo in #93
• chore: move input of distributional network args into config by @EdanToledo in #94
• chore: edit wrappers to have a separate flatten obs wrapper by @EdanToledo in #95
• feat: generalise win rate to be solve rate by @EdanToledo in #96
• Feat/add popjym by @EdanToledo in #97
• fix: typing issues causing double compilation by @EdanToledo in #100
• Feat/add navix by @EdanToledo in #101
• Feat/Add Sebulba by @EdanToledo in #105

New Contributors

• @RPegoud made their first contribution in #86

Full Changelog: v0.0.1...v0.0.2

v0.0.1

First release.