ai4co/rl4co

Issues

• [BUG] PDP solutions pass through depot when using `multistart` decoding

  #231 opened 2 months ago by abcdhhhh
  2

• [BUG] Considerable decrease in policy performance after PyTorch 2.5.0 update

  #228 opened 3 months ago by alopezrivera
  8

• [BUG] Tensordict v0.6.0 is not compatible with rl4co

  #229 opened 3 months ago by ShuN6211
  5

• Can't train with the quickstart notebook

  #208 opened 3 months ago by Farouc
  3

• [Feature Request] Does Floyd-Warshall algorithm perform better on tmat_class ATSP instance generation?

  #225 opened 3 months ago by abcdhhhh
  3

• [BUG] GCNEncoder in rl4co fails to adjust edge_index for batched graphs

  #227 opened 3 months ago by OceanHWang
  1

• [BUG] Code for real-world cvrplib instance inference.

  #223 opened 3 months ago by Elon-Lau
  5

• Code for running GLOP

  #222 opened 3 months ago by ujjwaldasari10
  4

• [BUG] CVRPlib inference bug.

  #224 opened 3 months ago by Elon-Lau
  3

• [BUG] Caculation of `stochastic_prize` in SPCTSPEnv

  #219 opened 4 months ago by abcdhhhh
  1

• [BUG]TypeError: __init__() got an unexpected keyword argument 'num_nodes'

  #221 opened 3 months ago by Ynantao
  1

• Error while running EAS

  #218 opened 4 months ago by ujjwaldasari10
  2

• [BUG] Failing to call CVRPEnv.local_search

  #212 opened 4 months ago by ShuN6211
  4

• Is it possible to generate and load trainning data to the model at every epoch?

  #216 opened 4 months ago by ujjwaldasari10
  1

• [Feature Request]Epoch 0/99 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 0/2500 0:00:00 • -:--:-- 0.00it/s v_num: o801 val/reward: -17.800

  #213 opened 4 months ago by Ynantao
  2

• Error while trying to train multiple models for TSP of size 20 and 50.

  #205 opened 4 months ago by ujjwaldasari10
  6

• Add support for AGV in the scheduling environment.

  #202 opened 4 months ago by lshengjian
  5

• [BUG] Cannot click on "Open in Colab" badges

  #196 opened 4 months ago by leonlan
  4

• [BUG] cant run the quickstart

  #206 opened 5 months ago by sunweice
  2

• [BUG] Find a mistake in docs

  #198 opened 6 months ago by Rubbin1926
  1

• [BUG] Minimalistic Example

  #197 opened 7 months ago by leolyg
  6

• [Can you provide the environment for python=3.9.18？]

  #178 opened 7 months ago by lihaoya5
  3

• [How to change the CVRTW environment so that it can be trained and tested on the Solomon dataset]

  #148 opened 7 months ago by lihaoya5
  7

• Convert TSP to ATSP

  #108 opened 7 months ago by Mu-Yanchen
  4

• Add flexible shop scheduling environment

  #168 opened 8 months ago by lshengjian
  5

• [BUG] Feature name in StateAugmentation

  #139 opened 9 months ago by aziabatz
  1

• [BUG] The reward calculation is abnormal in the mTSP environment

  #147 opened 9 months ago by wenwenla
  2

• Error when I test in vrplib

  #137 opened 10 months ago by linCC111
  10

• Change hydra rundir default

  #132 opened 10 months ago by LTluttmann
  0

• [Please add the am-critic, POMO, and POMO models under the op question to the experiment/archive/ folder]

  #136 opened 10 months ago by lihaoya5
  1

• [BUG]When I use the am model to run a PCTSP experiment, an error is reported：TypeError("_DeviceDtypeModuleMixin.__init__() got an unexpected keyword argument 'use_native_sdpa'")

  #135 opened 10 months ago by lihaoya5
  1

• RL4CO\rl4co-main\notebooks\tutorials\3-change-encoder.ipynb ，The file is not functioning properly

  #121 opened 10 months ago by lihaoya5
  9

• [BUG]When I use the PTRNET model to run a TSP experiment, an error is reported：AttributeError("'PointerNetwork' object has no attribute 'env'")

  #134 opened 10 months ago by lihaoya5
  2

• [BUG] Wrong behavior in warmup baseline

  #133 opened 10 months ago by LTluttmann
  0

• Use my own test set (TSP / CVRP Lib)

  #84 opened 10 months ago by WYF99111
  13

• About the training time.

  #107 opened 10 months ago by yuanxuanS
  2

• [BUG] 'RuntimeError' related to `deepcopy`

  #123 opened 10 months ago by Goh-IE
  1

• [Feature Request] Add Beam Search as decoding strategy

  #109 opened a year ago by LTluttmann
  1

• [Issue] capacity bug

  #101 opened a year ago by fedebotu
  1

• Does rl4co's POMO support SDVRP, OP?

  #102 opened a year ago by hanseul-jeong
  3

• [BUG]'key "demand" not found in TensorDict with keys [\'action_mask\', \'current_node\', \'done\', \'first_node\', \'i\', \'locs\', \'reward\', \'terminated\']'

  #104 opened a year ago by 1hhix
  4

• [BUG]Issues with Handling problem Parameter in generate_dataset Function

  #106 opened a year ago by HerloConnell
  4

• Documentation for traveling salesman (https://rl4co.readthedocs.io/en/latest/_collections/tutorials/2-creating-new-env-model.html)

  #103 opened a year ago by paapu88
  6

• [BUG] torchrl error

  #97 opened a year ago by aiguoli
  2

• [Notice] Updating to new TorchRL and TensorDict

  #95 opened a year ago by fedebotu
  1

• Interface with Flash Attention 2.0

  #85 opened a year ago by fedebotu
  1

• [BUG] SharedBaseline on_dim default value should be -1

  #92 opened a year ago by hyeok9855
  3

• [Help] The results about the sdvrp environment

  #83 opened a year ago by kuoiii
  2

• [BUG] Can't install rl4co in CPython3.11

  #90 opened a year ago by hyeok9855
  1

• [BUG] RuntimeError in minimalistic example

  #87 opened a year ago by yuxiaooye
  3