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infer-actively
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pymdp
A Python implementation of active inference for Markov Decision Processes
MIT License
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Fix action sampling bug when there's a uni-dimensional control state (to address Issue #86)
#90
conorheins
closed
1 year ago
0
`sample_policy()` function in `control.py`
#89
conorheins
closed
1 year ago
0
Action precision input to address Issue #81
#88
conorheins
closed
1 year ago
0
Allow direct sampling / selection from posterior over policies, rather than only from posterior over actions
#87
conorheins
closed
1 year ago
1
Error when using `stochastic` mode action sampling in case that `num_controls[f] = 1`
#86
conorheins
closed
1 year ago
1
user-provided `num_controls` assigned to `self.num_controls` in `agent.py`
#85
conorheins
closed
1 year ago
0
Bug when `num_controls` is passed as an argument to `Agent` constructor
#84
conorheins
closed
1 year ago
1
Better error messages for MMP
#83
conorheins
opened
1 year ago
0
State inference: Considerable performance difference with MATLAB implementation?
#82
SamGijsen
opened
2 years ago
4
Allow `alpha` (action precision) to be passed into `Agent()` constructor as optional argument
#81
conorheins
closed
1 year ago
1
Incorrect error message when ensuring normalization of D array/vectors
#80
conorheins
opened
2 years ago
0
B matrix navigation problem
#77
thanos927
closed
1 year ago
1
Is it possible to do model fitting using this package?
#76
yaowang1111
closed
2 years ago
4
fixed typo in pymdp arxiv citation
#74
conorheins
closed
2 years ago
0
Incorrect error message when ensuring normalized A/B matrices
#73
conorheins
closed
2 years ago
2
Polish tutorial 2
#72
patrickmineault
opened
2 years ago
1
Typos in Tutorial 1
#71
patrickmineault
closed
2 years ago
1
Agent jax
#70
dimarkov
closed
2 years ago
0
Paper branch
#69
conorheins
closed
2 years ago
2
README badges
#68
seankmartin
opened
2 years ago
0
Full API documentation
#67
seankmartin
closed
2 years ago
1
Added a "total_time" parameter for fixed horizon simulations; other minor edits / proposals
#66
spetey
opened
2 years ago
1
numpy subclass proposal
#65
alec-tschantz
closed
2 weeks ago
2
Note Arxiv reference
#64
impredicative
closed
2 years ago
2
removed experimental folder
#63
conorheins
closed
2 years ago
0
Rtd test branch
#62
conorheins
closed
2 years ago
0
added `using_the_agent_class` into Installation and Usage section
#58
conorheins
closed
2 years ago
0
Sphinx docs
#57
conorheins
closed
2 years ago
0
Proposed fixes to control.py and utils.py
#56
spetey
opened
2 years ago
4
E vector input into `Agent()` constructor
#54
conorheins
closed
2 years ago
0
transition matrix B form
#53
mklingebiel
closed
2 years ago
1
Time-dependent preferences
#52
conorheins
closed
2 years ago
0
Model checks
#51
conorheins
closed
2 years ago
1
Model pruning functions (pruning of A/B/C/D arrays)
#50
conorheins
closed
2 years ago
0
Port spm log evidence
#49
conorheins
closed
2 years ago
0
Update dependencies
#48
conorheins
closed
2 years ago
0
D vector learning
#47
conorheins
closed
2 years ago
0
Bump pillow from 8.2.0 to 8.3.2
#46
dependabot[bot]
closed
2 years ago
4
Dependency fix branch
#45
conorheins
closed
2 years ago
0
Pypi registration test
#44
conorheins
closed
2 years ago
0
removed unit tests that sometimes fail due to stochasticity
#43
conorheins
closed
2 years ago
0
Refactor remove legacy
#42
conorheins
closed
2 years ago
0
14 tutorial notebooks 1 2
#41
BerenMillidge
closed
2 years ago
0
Action indices need to be cast to `int` in T-maze learning demo
#40
conorheins
closed
2 years ago
4
A matrix stub bug
#39
conorheins
closed
2 years ago
2
Fix a matrix demos
#38
conorheins
closed
2 years ago
0
Fixes bug when reading A matrices with > 2 hidden state factors from Excel
#37
exilefaker
closed
3 years ago
0
Bump pillow from 8.1.1 to 8.2.0
#36
dependabot[bot]
closed
3 years ago
0
integer actions in tmaze demo & env
#35
conorheins
closed
3 years ago
0
convert actions to int during B matrix indexing
#34
conorheins
closed
3 years ago
0
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