Issues: thu-ml/tianshou
Clearer separation between the trainer and the algorithm and ...
#1034
opened Jan 24, 2024 by
maxhuettenrauch
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Issues list
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
Revisit Feature that is not a new algorithm or an algorithm enhancement
experiment-eval
Issues about evaluation: plots, stats, multiprocessing etc.
minor
Requires small changes to be fixed
Launcher
for starting multiple experiments
enhancement
#1121
opened Apr 21, 2024 by
MischaPanch
Some issues regarding configuration parameters
documentation
#1119
opened Apr 19, 2024 by
yshichseu
6 tasks
Provide a devcontainer, base GH actions off it
build/test
minor
Requires small changes to be fixed
#1118
opened Apr 17, 2024 by
MischaPanch
Should we use the new schedule-free optimizer?
optimization
Performance optimization (throughout, memory, processing speed)
#1115
opened Apr 15, 2024 by
MischaPanch
Should we use torch.compile?
optimization
Performance optimization (throughout, memory, processing speed)
#1114
opened Apr 15, 2024 by
MischaPanch
Revisit "warm-up" phase in examples
algorithm enhancement
Not quite a new algorithm, but an enhancement to algo. functionality
#1112
opened Apr 14, 2024 by
MischaPanch
Use Atari-5 for future benchmarking of discrete RL
build/test
discussion
Discussion of a typical issue
#1110
opened Apr 12, 2024 by
nuance1979
4 of 9 tasks
Batch: remove Changes in public interfaces. Includes small changes or changes in keys
good first issue
Good for newcomers
minor
Requires small changes to be fixed
refactoring
No change to functionality
is_empty
breaking changes
#1108
opened Apr 12, 2024 by
MischaPanch
Don't pass envpool envs where vectorenvs are needed
bug
Something isn't working
good first issue
Good for newcomers
refactoring
No change to functionality
#1096
opened Apr 3, 2024 by
MischaPanch
Re-examine the whole state story for RNNs
refactoring
No change to functionality
RNN
Temporary label to group all things RNN
tentative
Up to discussion, may be dismissed
#1095
opened Apr 3, 2024 by
MischaPanch
Re-examine the need of utils.net.common.DataParallelNet
refactoring
No change to functionality
tentative
Up to discussion, may be dismissed
#1094
opened Apr 3, 2024 by
MischaPanch
Reduce duplication between examples/atari/atari_network and examples/vizdoom/network
good first issue
Good for newcomers
refactoring
No change to functionality
#1092
opened Apr 3, 2024 by
MischaPanch
Better interfaces and names for Actor, Critic, Net and other classes
refactoring
No change to functionality
#1091
opened Apr 3, 2024 by
MischaPanch
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
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
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
Batch: only allow entries with the same length
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
#1087
opened Apr 3, 2024 by
MischaPanch
Batch: deprecate setattr
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
#1085
opened Apr 3, 2024 by
MischaPanch
How to monitor the episode/epoch return/length in Tianshou?
question
Further information is requested
#1082
opened Mar 30, 2024 by
PingH129
1 of 6 tasks
Typing annotations of step from MyTestEnv is incompatible with its current subclass gym.Env because it can generate non-scalar rewards.
build/test
typing
Mainly improving types, no or very few functional changes
#1080
opened Mar 23, 2024 by
dantp-ai
4 of 7 tasks
Revisit and maybe optimize Collectors
optimization
Performance optimization (throughout, memory, processing speed)
tentative
Up to discussion, may be dismissed
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
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