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ai4co
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rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
https://rl4.co
MIT License
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[Refactoring] even tighter integration with Lightning
#67
fedebotu
closed
1 year ago
1
Format Python code with psf/black push
#66
github-actions[bot]
closed
1 year ago
0
Tl
#65
fedebotu
closed
1 year ago
0
[Merge] merge the sanity check for the OP env with the original implementation
#64
cbhua
closed
1 year ago
0
[BUG] Cleaning Hydra config with different paths
#63
fedebotu
closed
1 year ago
1
Format Python code with psf/black push
#62
github-actions[bot]
closed
1 year ago
0
Ppo cvrp
#61
Junyoungpark
closed
1 year ago
0
[Feature enhancement] Edge handling in GCNEnc
#60
Junyoungpark
closed
1 year ago
1
[Merge] implementation of GNN based encoders
#59
cbhua
closed
1 year ago
2
Format Python code with psf/black push
#58
github-actions[bot]
closed
1 year ago
0
[Merge] implementation of GNN based encoders
#57
cbhua
closed
1 year ago
0
[Minor] update TensorDicts instead of re-creating
#56
fedebotu
closed
1 year ago
1
[BugFix] revert MHA to Kool's implementation
#55
fedebotu
closed
1 year ago
0
Format Python code with psf/black push
#54
github-actions[bot]
closed
1 year ago
0
Format Python code with psf/black push
#53
github-actions[bot]
closed
1 year ago
0
[Merge] checkpoint of graph based encoder
#52
cbhua
closed
1 year ago
1
PPO
#51
Junyoungpark
closed
1 year ago
0
[BugFix] check the MDAM model for the VRP and OP
#50
cbhua
closed
1 year ago
1
Format Python code with psf/black push
#49
github-actions[bot]
closed
1 year ago
0
[Merge] implement of the the multi-decoder attention model (MDAD)
#48
cbhua
closed
1 year ago
0
[Feature] automatic val/test data loading with fixed seeds
#47
fedebotu
closed
1 year ago
0
[Feature] various encoder implement
#46
cbhua
closed
1 year ago
2
[Refactoring][Minor] split the decoder and the policy for the mdam model
#45
cbhua
closed
1 year ago
1
PPO implementation
#44
fedebotu
closed
1 year ago
1
Critic baseline for Policy Gradients
#43
fedebotu
closed
1 year ago
0
Format Python code with psf/black push
#42
github-actions[bot]
closed
1 year ago
0
add __init__.py
#41
Junyoungpark
closed
1 year ago
1
[BUG] PDPEnv is not importable
#40
Junyoungpark
closed
1 year ago
1
[BUG] possible bug in Rollout Baseline
#39
fedebotu
closed
1 year ago
1
[Feature] Multi-agent environments with `min-max` objective
#38
fedebotu
closed
1 year ago
2
[Feature] Make RL4CO Lightning Module work adaptively with or without Hydra
#37
fedebotu
closed
1 year ago
0
Mistery: `einops` works, but `view` does not?
#36
fedebotu
closed
1 year ago
1
Format Python code with psf/black push
#35
github-actions[bot]
closed
1 year ago
0
[Merge] implement the flexible flow shop problem
#34
cbhua
closed
1 year ago
0
[BUG] `glimpse_val` not considered
#33
fedebotu
closed
1 year ago
1
Remove `log_cost` option
#32
fedebotu
closed
1 year ago
0
[Minor] stochastic prize collecting travelling salesman problem (SPCTSP) feature embedding problem
#31
cbhua
closed
1 year ago
3
[Doc] fix environment class and function comments
#30
cbhua
closed
1 year ago
1
[Merge] implement of prize collecting travelling salesman problem (pctsp) environment
#29
cbhua
closed
1 year ago
0
[Doc] Documentation with environment descriptions
#28
cbhua
closed
1 year ago
2
Format Python code with psf/black push
#27
github-actions[bot]
closed
1 year ago
0
[Merge] implement of the orienteering problem (op)
#26
cbhua
closed
1 year ago
0
[Minor] VRP problems - number of nodes
#25
fedebotu
closed
1 year ago
2
[Minor] Rename `observation` as `loc`
#24
fedebotu
closed
1 year ago
0
[Feature] Adaptation methods
#23
fedebotu
closed
1 year ago
2
Support for PyTorch < 2.0
#22
fedebotu
closed
1 year ago
0
DPP environment
#21
fedebotu
closed
1 year ago
1
[BUG] POMO `unbatchify` bug
#20
fedebotu
closed
1 year ago
1
Environments other than routing
#19
fedebotu
closed
1 year ago
1
[Major] Routing Environments Implementation
#18
fedebotu
closed
1 year ago
2
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