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tinkoff-ai
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CORL
High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
https://arxiv.org/abs/2210.07105
Apache License 2.0
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Finetune algorithms log only train regret
#76
DT6A
opened
1 year ago
0
Decision Transformer: fixed 'reward_scale' in configs as in wandb reports
#75
suessmann
closed
1 year ago
0
Binary Env results?
#74
StoneT2000
closed
1 year ago
4
Fix config merge
#73
DT6A
closed
1 year ago
0
Add ruff badge
#72
vkurenkov
closed
1 year ago
0
CODEOWNERS fix
#71
Howuhh
closed
1 year ago
0
Contribution Guideline
#70
Howuhh
closed
1 year ago
0
Ruff linter and contribution guide
#69
Howuhh
closed
1 year ago
0
Migration to Ruff linter
#68
Howuhh
closed
1 year ago
0
BC & IQL + Minari
#67
Howuhh
opened
1 year ago
0
Minari Integration with CORL
#66
Howuhh
opened
1 year ago
0
JAX implementation of current algos
#65
chkda
closed
1 year ago
1
run sac_n.py, wandb init came to down
#64
zhushi-math
closed
1 year ago
3
Fix discounted returns calculation for Cal-QL
#63
nakamotoo
closed
1 year ago
3
Update README.md
#62
vkurenkov
closed
1 year ago
0
Update README.md
#61
vkurenkov
closed
1 year ago
0
Update README.md
#60
vkurenkov
closed
1 year ago
0
Add ReBRAC configs and source
#59
DT6A
closed
1 year ago
5
Logs processing and README update
#58
DT6A
closed
1 year ago
2
The issue of LB-SAC GPU memory usage
#57
WuTi0525
closed
1 year ago
7
CQL updated
#56
DT6A
closed
1 year ago
2
Merge pull request #1 from tinkoff-ai/main
#55
pwhjy
closed
1 year ago
0
Change logging
#54
DT6A
closed
1 year ago
0
Finetune: Cal-QL
#53
DT6A
closed
1 year ago
1
Offline: Benchmark AntMaze-v2 and Adroit-v1 datasets
#52
vkurenkov
closed
1 year ago
0
Refactor: Separate offline and finetuning algorithms
#51
DT6A
closed
1 year ago
3
Finetune: CQL
#50
DT6A
closed
1 year ago
1
Finetune: AWAC
#49
DT6A
closed
1 year ago
2
Trajectories lens counting fix
#48
Howuhh
closed
1 year ago
0
Finetune: SPOT
#47
DT6A
closed
1 year ago
2
Finetune: IQL
#46
DT6A
closed
1 year ago
2
RUN any_percent_bc.py have OSError
#45
zhushi-math
closed
1 year ago
8
run edac.py , two warning
#44
zhushi-math
closed
1 year ago
6
Questions about D4RL dataset loading for DT
#43
shivakanthsujit
closed
1 year ago
2
IQL minor changes
#42
DT6A
closed
1 year ago
4
fix: squash the mean before gaussian for stability
#41
typoverflow
closed
1 year ago
2
Question: about the layernorm on token input
#40
typoverflow
closed
1 year ago
1
Error installing dependencies
#39
gballardin
closed
1 year ago
4
Unable to reproduce results on hopper-medium-expert-v2
#38
odelalleau
closed
1 year ago
24
Prettify AWAC
#37
vkurenkov
closed
1 year ago
0
Update README.md
#36
vkurenkov
closed
1 year ago
0
Regarding algorithm run times and compute infrastructure
#35
SapanaChaudhary
closed
1 year ago
3
a error
#34
zhouweiqing-star
closed
1 year ago
3
Some questions on reproducibility of IQL
#33
typoverflow
closed
1 year ago
5
SAC-RND implementation
#32
Howuhh
opened
1 year ago
1
LB-SAC implementation
#31
Howuhh
closed
1 year ago
2
Fix SAC-N walker2d configs
#30
AdamJelley
closed
1 year ago
2
bugfix: cql takes learning rate as bool
#29
typoverflow
closed
1 year ago
1
Add a switch to turn off wandb logging?
#28
levilovearch
closed
1 year ago
2
Only save model when check point path is not None.
#27
levilovearch
closed
1 year ago
1
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