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Issues: thu-ml/tianshou

Towards Roadmap
#1215 opened Sep 8, 2024 by MischaPanch
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Issues list

How to support multi-agent reinforcement learning discussion Discussion of a typical issue good first issue Good for newcomers MARL Temporary label to group all things MARL
#121 opened Jul 9, 2020 by youkaichao
3 of 8 tasks
2
@youkaichao
34
RNN for continuous CQL algorithm enhancement Feature that is not a new algorithm or an algorithm enhancement RNN Temporary label to group all things RNN
#513 opened Jan 21, 2022 by BFAnas
5 of 8 tasks
15
Suggestion - Redesign RayEnvWorker for Improved Performance performance issues Slow execution or poor-quality results
#1172 opened Jul 10, 2024 by destin-v
4 tasks done
@destin-v
14
Implement Decision Transformer for offline RL blocked Can't be worked on for now new algorithm Adding a new RL algorithm RNN Temporary label to group all things RNN
#626 opened May 2, 2022 by nuance1979
4 of 8 tasks
13
How to successfully run a demo build/test documentation question Further information is requested
#1015 opened Dec 28, 2023 by zhiyu2020
@maxhuettenrauch @MischaPanch
12
RNN related issues bug Something isn't working help wanted Extra attention is needed RNN Temporary label to group all things RNN
#937 opened Sep 7, 2023 by MischaPanch
12
Towards Roadmap major Large changes that cannot or should not be broken down into smaller ones
#1215 opened Sep 8, 2024 by MischaPanch Release 2.0.0
@opcode81 @MischaPanch
11
Episode start signal not used in RNN for on-policy algorithms bug Something isn't working RNN Temporary label to group all things RNN
#486 opened Nov 29, 2021 by araffin
4 of 8 tasks
11
Collector sampling with multiple environment does not seem to be unbiased with n_episodes algorithm enhancement Not quite a new algorithm, but an enhancement to algo. functionality question Further information is requested
#1042 opened Feb 2, 2024 by utkarshp
5 of 9 tasks
1
@bordeauxred
10
Improve discrete control offline RL benchmark enhancement Feature that is not a new algorithm or an algorithm enhancement
#612 opened Apr 25, 2022 by nuance1979
4 of 8 tasks
1
10
Poetry update the torch versioned from cuda (2.0.1+cu118) to cpu (2.1.1) defaultly on Windows build/test
#1145 opened May 11, 2024 by coolermzb3
6 of 9 tasks
9
Batch: don't just set 0 when elements have None entries Batch and Buffer Improvements in internal data structures, temporary label bug Something isn't working
#1088 opened Apr 3, 2024 by MischaPanch
@maxhuettenrauch
8
compute_episodic_return bug when v_s=None performance issues Slow execution or poor-quality results refactoring No change to functionality RNN Temporary label to group all things RNN
#886 opened Jun 8, 2023 by spacegoing Release 2.0.0
@MischaPanch
8
Buffer: fix discrepancy in slicing order Batch and Buffer Improvements in internal data structures, temporary label breaking changes Changes in public interfaces. Includes small changes or changes in keys refactoring No change to functionality
#1090 opened Apr 3, 2024 by MischaPanch
@dantp-ai
7
Support Dict observation spaces documentation enhancement Feature that is not a new algorithm or an algorithm enhancement good first issue Good for newcomers tentative Up to discussion, may be dismissed
#1065 opened Feb 26, 2024 by MischaPanch
7
Errors with ParallelEnv and AECEnv question Further information is requested
#816 opened Feb 28, 2023 by Franjrz
5 of 8 tasks
7
Fix handling of torch "device" association bug Something isn't working good first issue Good for newcomers
#810 opened Feb 18, 2023 by jamartinh
3 of 8 tasks
Release 2.0.0
7
MultiAgentPolicyManager misses rewards enhancement Feature that is not a new algorithm or an algorithm enhancement MARL Temporary label to group all things MARL
#399 opened Jul 14, 2021 by benblack769
4 of 8 tasks
7
How can I make action sampling within the range specified by my environment when using onpolicy_trainer? question Further information is requested
#1142 opened May 9, 2024 by lidaken
6
Regarding the error related to SEED when I train in a homebrew environment question Further information is requested
#1039 opened Jan 31, 2024 by iamysy
6
Docs and examples on how to report performance issues documentation enhancement Feature that is not a new algorithm or an algorithm enhancement
#936 opened Sep 7, 2023 by MischaPanch Release 2.0.0
@maxhuettenrauch @bordeauxred
6
Possible Leak of Observations In Multi-Agent Policies MARL Temporary label to group all things MARL question Further information is requested
#806 opened Feb 15, 2023 by uinversion
4 of 8 tasks
6
Some questions in recurrent-style SAC question Further information is requested RNN Temporary label to group all things RNN
#470 opened Oct 25, 2021 by chocolate616
6
Batch: don't just strip off empty entries when creating batches Batch and Buffer Improvements in internal data structures, temporary label bug Something isn't working
#1089 opened Apr 3, 2024 by MischaPanch
5
Use RNN in MARL MARL Temporary label to group all things MARL question Further information is requested RNN Temporary label to group all things RNN
#965 opened Oct 13, 2023 by zhangwenjun1229
1 of 8 tasks
5
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