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Changelog for 1.3.4 (#48)
* changelog for 1.3.4 * changelog link fix
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CHANGELOG.rst

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Best viewed on `the website <https://h2r.github.io/pomdp-py/html/changelog.html>`_.
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Version 1.3.4 (01/26/2024)
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--------------------------
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* Modernize repo without introducing new features.
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* Migrate to :code:`pyproject.toml` to specify dependencies, with minimal :code:`setup.py` to build Cython extensions.
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* Separate core and optional dependencies. Optional dependencies are needed only for `pomdp_py.problems`.
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* Added CI testing to repo.
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* Added pre-commit checks to repo.
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Version 1.3.3 (07/25/2023)
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-------------------------
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* Bumped minimum Python requirement from 3.7 to 3.8 due to `EOL of 3.7 <https://devguide.python.org/versions/>`_.

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<li class="toctree-l1"><a class="reference internal" href="../examples.html">Examples</a></li>
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Changelog
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=========
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Best viewed on `the website <https://h2r.github.io/pomdp-py/html/changelog.html>`_.
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Version 1.3.4 (01/26/2024)
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--------------------------
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* Modernize repo without introducing new features.
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* Migrate to :code:`pyproject.toml` to specify dependencies, with minimal :code:`setup.py` to build Cython extensions.
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* Separate core and optional dependencies. Optional dependencies are needed only for `pomdp_py.problems`.
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* Added CI testing to repo.
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* Added pre-commit checks to repo.
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Version 1.3.3 (07/25/2023)
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-------------------------
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* Bumped minimum Python requirement from 3.7 to 3.8 due to `EOL of 3.7 <https://devguide.python.org/versions/>`_.
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* Fix :code:`cpdef -> cdef` to avoid installation failure after Cython 3.0.0 release (`pomdp-py#30 <https://github.com/h2r/pomdp-py/pull/30>`_).
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* Added float_precision argument to to_pomdp_file (`pomdp-py#29 <https://github.com/h2r/pomdp-py/pull/29>`_)
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* Add :code:`__init__` signature for Environment in comments to be visible in docs
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* Fix :code:`s -> sp` in :py:mod:`~pomdp_py.algorithms.value_iteration.ValueIteration` (`pomdp-py#20 <https://github.com/h2r/pomdp-py/issues/20>`_)
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* Allow updating rollout policy for :py:mod:`~pomdp_py.algorithms.po_uct.POUCT` and :py:mod:`~pomdp_py.algorithms.pomcp.POMCP`
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* Fix in :code:`setup.py` so that wheel builds properly.
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* Change set to list in :code:`pomdp_problems.tiger.tiger_problem.py` to tame error regarding :code:`random.sample` in Python 3.11.
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* Minor bug fixes and documentation.
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Version 1.3.2 (04/03/2022)
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-------------------------
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* Fix in :py:mod:`~pomdp_py.representations.distribution.histogram` (in :code:`__str__`):
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Print all of histogram as is instead of printing top 5 to avoid confusion.
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* Improve documentation for `the tiger tutorial <https://h2r.github.io/pomdp-py/html/examples.tiger.html>`_;
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Specifically, clarified :py:mod:`~pomdp_py.framework.basics.PolicyModel`
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and gave a reference to :py:mod:`~pomdp_py.algorithms.po_uct.ActionPrior`.
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* Built documentation with new Sphinx version (4.5.0)
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Version 1.3.1 (11/03/2021)
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-------------------------
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* Bug fix in :py:mod:`~pomdp_py.representations.distribution.particles` (in :code:`add`)
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* Added classes for tabular models :py:mod:`~pomdp_py.utils.templates.TabularTransitionModel`,
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:py:mod:`~pomdp_py.utils.templates.TabularObservationModel`,
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:py:mod:`~pomdp_py.utils.templates.TabularRewardModel`. See an example in `this Github Gist <https://gist.github.com/zkytony/51d43ee6818375434eb3b84a77a47a5c>`_ for defining and solving the CryingBaby domain, a small POMDP.
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Version 1.3.0.1 (09/30/2021)
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----------------------------
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* Removed dependency on :code:`pygraphviz`;
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* Added :code:`utils.debugging.Treedebugger`, which makes it easier to inspect the search tree.
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See :py:mod:`~pomdp_py.utils.debugging`.
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* Added :code:`WeightedParticles`; Refactored :code:`Particles`. (:py:mod:`~pomdp_py.representations.distribution.particles`)
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* Optionally show progress bar while simulating in POUCT/POMCP.
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* Added a CLI interface to simplify running example domains, e.g. :code:`python -m pomdp_py -r tiger` runs Tiger.
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* Can initialize :code:`Environment` with :code:`BlackboxModel`.
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* For the :code:`OOBelief` class in :code:`oopomdp.pyx`, now :code:`mpe` and :code:`random` can take an
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argument :code:`return_oostate` (default True), which returns a sampled state as type :code:`OOState`.
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This can be useful if you would like to inherit :code:`OOBelief` and return a state of
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your own type when implementing its :code:`mpe` and :code:`random` functions.
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* Added :code:`__ne__` methods to framework classes.
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* Reorganized :code:`util` by breaking it into different modules.
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* Code refactoring: Remove unnecessary :code:`*args, **kwargs` in interface signature. **Backwards compatible**.
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* Bug fix regarding hashing and pickling.
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* Verified installation on Windows (TODO)
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Version 1.2.4.6 (canceled)
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--------------------------
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* Fix :code:`setup.py` so that :code:`pip install -e .` works.
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Version 1.2.4.5 (07/05/2021)
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----------------------------
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* Edit :code:`setup.py` file so that Cython modules in :code:`pomdp-py` can be :code:`cimport`ed.
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(skipped versions due to attempting pypi release)
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Version 1.2.4.1 (06/02/2021)
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----------------------------
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* Fix documentation (external solver examples).
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* Update :code:`tiger_problem.py` to match documentation
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Version 1.2.4 (06/01/2021)
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--------------------------
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* :code:`pomdp_py/algorithms/value_function.py`:
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* zero-probability observation should be skipped.
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* refactored so that :code:`value()` can take either a dict or a sequence of arguments.
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* Available on `PyPI <https://pypi.org/project/pomdp-py/#history>`_
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* :code:`.value` field of VNode is instead changed to be a property, computed by finding the maximum value of the children Q-Nodes.
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Version 1.2.3 (03/22/2021)
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--------------------------
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* Bug fix in :code:`solvers.py` and :code:`conversion.py` (18fc58e0, cfc88e8d8)
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* Bug fix in the MOS domain's observation model (719c2edf5)
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* Linked `docker image <https://hub.docker.com/r/romainegele/pomdp>`_ in documentation `issue #13 <https://github.com/h2r/pomdp-py/issues)>`_.
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* Updated documentations
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Version 1.2.2.1 (01/25/2021)
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----------------------------
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* Updated documentation for external library interfacing. Added citation.
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Version 1.2.2 (01/17/2021)
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--------------------------
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* Resolved `issue #10 <https://github.com/h2r/pomdp-py/issues/10>`_.
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Set value in V-Node to be the max among its children Q-Nodes.
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Initial V-Node value set to negative infinity.
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* Avoid search tree building during rollout (thanks Jason)
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* Documentation clarification about :code:`.sample` and :code:`.argmax` functions in the :code:`RewardModel`.
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* Small pomdps (with enumerable state, action, observation spaces)
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defined in :code:`pomdp_py` can be converted to :code:`.pomdp` and :code:`.pomdpx` file formats.
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* Added interfacing with `pomdp_solve <https://www.pomdp.org/code/>`_ and tested.
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* Added interfacing with `sarsop <https://github.com/AdaCompNUS/sarsop>`_ and tested.
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* Added :code:`utils/templates.py` that contains some convenient implementations of the POMDP interface.
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* Bug fixes (in :code:`histogram.pyx`)
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Version 1.2.1 (12/23/2020)
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--------------------------
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* Fixed preferred rollout and action prior implementation; Previously the initial visits and values were not applied.
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* Fixed UCB1 value calculation when number of visits is 0; Previously a divide by zero error will be thrown. But it should have infinite value.
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* Fixed another potential math domain error due to log(0) in UCB1 value calculation when initial number of visit set to 0.
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* Fixed bug in particle belief update (minor type error)
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* Simplified the Tiger example code, updated the Tiger example in documentation.
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* Fixed bug in ValueIteration and verified in Tiger that it's able to
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differentiate differentiate between listen/stay actions when horizon = 3, but
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not so when horizon = 1 or 2. The same behavior is observed using the pomdp
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solver by `POMDP.org <https://www.pomdp.org/code/index.html>`_.
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* Added an exact value function in :code:`pomdp_py.algorithms.value_function`. It is a simpler exact value iteration algorithm.
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* Added Load/Unload domain `Pull request #9 <https://github.com/h2r/pomdp-py/pull/9>`_
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* `Pull request #11 <https://github.com/h2r/pomdp-py/pull/11>`_
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Pull Request #3 (08/01/2020)
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----------------------------
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* Added :code:`num_sims` parameter to POMCP/POUCT that allows specifying the number of simulations per planning step (Previously only :code:`planning_time` was available.
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* Added cythonized versions of tiger and rocksample domains which are much faster.
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Pull Request #1 (06/02/2020)
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----------------------------
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* Added continuous light-dark domain. A solver (BLQR) is attempted but not ready yet.
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* Bug fix in 2D MOS domain rollout; action step size changeable
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* Added Tag domain, tested with POUCT random rollout
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* Documentation
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Version 1.0 - 1.2 (02/08/2020 - 02/16/2020)
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-------------------------------------------
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* Rewritten with cleaner interfaces and Cython integration
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* Refactored POMCP: Now it extends POUCT which does not assume particle belief representation.
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* Included Tiger, RockSample, and a 2D multi-object search (MOS) domain.
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* Using Sphinx Documentation
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Version 0.0
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-----------
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* Implementation of POMCP and OO-POMDP

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