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Issues: thu-ml/tianshou

Towards Roadmap
#1215 opened Sep 8, 2024 by MischaPanch
Open 11
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Issues list

Fix handling of torch "device" association bug Something isn't working good first issue Good for newcomers
#810 opened Feb 18, 2023 by jamartinh updated Mar 20, 2025
3 of 8 tasks
Release 2.0.0
8
Using graph models with structured env observations
#1249 opened Feb 28, 2025 by mjmartis updated Mar 4, 2025
2
In MARL (Multi Agent Reinforcement Learning), is it possible for agents to move simultaneously and take different actions?
#1251 opened Mar 4, 2025 by G-JOEY updated Mar 4, 2025
PettingZoo AECEnv wrapper causing issues with Batch class
#1244 opened Feb 11, 2025 by encratite updated Feb 23, 2025
6
batch info None in target_q of ddpg
#1241 opened Feb 3, 2025 by JoshuaSchenk updated Feb 3, 2025
TypeError: type 'Collector' is not subscriptable question Further information is requested
#1231 opened Dec 22, 2024 by jaried updated Jan 26, 2025
8 tasks
@MischaPanch
1
On Env Steps question Further information is requested
#1236 opened Jan 19, 2025 by tianyyiii updated Jan 26, 2025
1
mujuco_ppo_hl_multi,py bug Something isn't working
#1235 opened Jan 17, 2025 by weizeqi updated Jan 26, 2025
@MischaPanch
1
Major Performance Decrease in Tianshou 1.2 Compared to 0.5 on Windows and Linux
#1225 opened Oct 30, 2024 by ULudo updated Jan 17, 2025
5 of 9 tasks
6
SACPolicy Unsupported action space: Box(-1.0, 1.0, (1,), float32)")
#1232 opened Dec 25, 2024 by Vladimir19052002 updated Jan 13, 2025
1
Wandb logger
#1222 opened Oct 14, 2024 by dev0Guy updated Jan 6, 2025
6 tasks
3
record training data for each vectorized environment in SubprocVectorEnv [Need help]
#1233 opened Jan 6, 2025 by Xiong5Heng updated Jan 6, 2025
9 tasks
next_dist of function _target_dist in c51.py maybe not correctly calculated.
#1223 opened Oct 22, 2024 by musicaudience updated Oct 22, 2024
Question on benchmark hyperparameters
#1220 opened Oct 9, 2024 by RolandStolz updated Oct 9, 2024
5 of 9 tasks
1
Suggestion - Redesign RayEnvWorker for Improved Performance performance issues Slow execution or poor-quality results
#1172 opened Jul 10, 2024 by destin-v updated Oct 8, 2024
4 tasks done
@destin-v
14
AttributeError: 'dict' object has no attribute 'terminated' with multi agent env having gymnasium.spaces.Dict observation space
#1219 opened Oct 7, 2024 by fortminors updated Oct 7, 2024
5 of 9 tasks
Towards Roadmap major Large changes that cannot or should not be broken down into smaller ones
#1215 opened Sep 8, 2024 by MischaPanch updated Sep 27, 2024 Release 2.0.0
@opcode81 @MischaPanch
11
No response after setting render
#1217 opened Sep 21, 2024 by zdx3578 updated Sep 21, 2024
9 tasks
Question about Actor's outputs and selected actions
#1216 opened Sep 19, 2024 by flammmes updated Sep 19, 2024
4 of 5 tasks
Clarification Needed on Implementing Action Masking in DQN with preprocess_fn in Collector question Further information is requested
#1159 opened Jun 7, 2024 by NeoBerekov updated Sep 8, 2024
1
will add dreamerv3 ? new algorithm Adding a new RL algorithm
#1160 opened Jun 8, 2024 by zdx3578 updated Sep 8, 2024
1 of 9 tasks
Release 2.0.0
1
MPO Implementation new algorithm Adding a new RL algorithm
#1165 opened Jul 4, 2024 by ziqiao30 updated Sep 8, 2024 Release 2.0.0
1
Support custom scores for Trainer in high-level interfaces high-level-api Mainly affects tianshou.highlevel
#1205 opened Aug 14, 2024 by MischaPanch updated Sep 8, 2024 Release 2.0.0
Refactoring: make Trainer more flexible refactoring No change to functionality
#1204 opened Aug 14, 2024 by MischaPanch updated Sep 8, 2024 Release 2.0.0
Adjust locations of setting the policy in train/eval mode bug Something isn't working refactoring No change to functionality
#1122 opened Apr 24, 2024 by maxhuettenrauch updated Aug 10, 2024
@maxhuettenrauch
2
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