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pytorch
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rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
https://pytorch.org/rl
MIT License
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Switch maybe_dense_stack calls from TensorDict to LazyStackedTensorDict
#2238
c3-utsavdutta98
closed
1 day ago
4
[Feature] _make_ordinal_device
#2237
vmoens
closed
3 weeks ago
3
[BUG] `check_env_specs` + `PixelRenderTransform` does not tolerate "cuda" device
#2236
N00bcak
closed
3 weeks ago
0
[Bug] With `MultiSyncDataCollector`, `tensors` cannot be instantiated on CUDA in child processes.
#2235
N00bcak
opened
3 weeks ago
2
[BUG/QUESTION] Dimensionality Problem with Basic Module Setup despite successful check_env_specs
#2234
jako5
closed
3 weeks ago
2
[BugFix] Fix Brax
#2233
vmoens
closed
3 weeks ago
3
[BugFix] Fix collectors with non tensors
#2232
vmoens
closed
3 weeks ago
3
[Performance] consolidate TDs in ParallelEnv without buffers
#2231
vmoens
closed
1 week ago
3
[BUG] Unexpected behavior of SumSegmentTree Resulting in Invalid Slices in PrioritizedSliceSampler.sample()
#2230
wertyuilife2
closed
2 weeks ago
3
[BugFix] Fix sliced PRB when only traj is provided
#2228
vmoens
closed
3 weeks ago
4
[Feature] Add require gradient into reward
#2227
taindp98
closed
1 day ago
3
[BugFix] Fix prefetch in samples without replacement - .sample() compatibility issues
#2226
vmoens
closed
4 weeks ago
3
[BugFix] Fix slice sampler end computation at the cursor place
#2225
vmoens
closed
4 weeks ago
3
[Feature] assinging values to RB storage
#2224
vmoens
closed
4 weeks ago
3
[Quality] better error message for CompositeSpec shape mismatch
#2223
vmoens
closed
4 weeks ago
3
Not knowing Which key is causing shape mismatch
#2222
aminrezaee
closed
4 weeks ago
3
[Performance, Refactor, BugFix] Faster loading of uninitialized storages
#2221
vmoens
closed
4 weeks ago
4
[Feature] Make ProbabilisticActor compatible with Composite distributions
#2220
vmoens
closed
4 weeks ago
3
[Tests] Fix windows tests
#2219
vmoens
closed
1 month ago
3
[BugFix] Fix lib tests
#2218
vmoens
closed
1 month ago
3
[BugFix] Global import of optional library
#2217
matteobettini
closed
1 month ago
1
[BugFix] Fix torch 2.3 compatibility of padding indices
#2216
vmoens
closed
1 month ago
3
[BugFix] Fix max-priority update
#2215
vmoens
closed
1 month ago
8
[BugFix] Fix test_specs.py
#2214
vmoens
closed
1 month ago
3
[BugFix] Fix done/terminated computation in slice samplers
#2213
vmoens
closed
1 month ago
3
[BUG] Potential Thread Safety Issue with PrioritizedSliceSampler and Prefetching
#2212
wertyuilife2
opened
1 month ago
0
[BUG] Double Initialization of Priority for New Samples in PrioritizedSampler
#2211
wertyuilife2
closed
1 month ago
1
[BUG] Inadequate Default Priority Design in PrioritizedSampler
#2210
wertyuilife2
closed
1 month ago
5
[Feature Request] A Method to Modify ReplayBuffer In Place
#2209
wertyuilife2
closed
4 weeks ago
4
[BUG] Unintended Cross-Trajectory Sampling in PrioritizedSliceSampler.sample()
#2208
wertyuilife2
closed
3 weeks ago
5
[BUG] Device Error in PrioritizedSliceSampler.sample()
#2207
wertyuilife2
closed
1 month ago
0
[BUG] Segmentation Fault in PrioritizedSliceSampler.sample()
#2206
wertyuilife2
closed
1 month ago
2
[BUG] Multiple Issues in Samplers and Buffers Affecting Stability and Expected Behavior
#2205
wertyuilife2
opened
1 month ago
6
[BugFix] Fix `to` in MultiDiscreteTensorSpec
#2204
Quinticx
closed
1 month ago
1
[BUG] Calling `to` fails on MultiDiscreteTensorSpec
#2203
Quinticx
closed
1 month ago
0
[BugFix] Fix strict length in PRB+SliceSampler
#2202
vmoens
closed
1 month ago
6
[Versioning] Bump torch 2.0 as minimal version
#2200
vmoens
closed
1 month ago
3
[BUG] Numerical Instability issues with `torchrl.modules.TanhNormal`
#2199
N00bcak
opened
1 month ago
5
[BugFix] Fix tanh normal mode
#2198
vmoens
closed
2 weeks ago
1
[Doc] Restore colab links
#2197
vmoens
closed
1 month ago
3
[BugFix] Make DMControlEnv aware of truncated signals
#2196
vmoens
closed
1 month ago
3
[Quality] Remove global seeding in set_seed
#2195
vmoens
closed
1 month ago
3
[BugFix] Fix strict_length in prioritized slice sampler
#2194
vmoens
closed
1 month ago
3
[BUG] outdated PrioritizedSliceSampler implementation
#2193
wertyuilife2
closed
1 month ago
3
[Quality] Fix repr of MARL modules
#2192
vmoens
closed
1 month ago
4
[Doc] Dynamic envs
#2191
vmoens
closed
1 month ago
3
[BugFix] Fix brax wrapping
#2190
vmoens
closed
1 month ago
3
[BugFix] Make `_reset` follow `done` shape
#2189
matteobettini
closed
1 month ago
2
[BugFix] `LazyTensorStorage` only allocates data on the given device
#2188
matteobettini
closed
1 month ago
1
[BUG] `LazyTensorStorage` allocates storage on wrong device
#2187
matteobettini
closed
1 month ago
0
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