Here are
18 public repositories
matching this topic...
Tensorflow is not only an well designed deep learning toolbox, but also a standard symbolic programming framework. In this repository, we show how to use tensorflow to do classical planning task on deterministic, continous action, continous space problems.
Updated
Oct 15, 2018
Jupyter Notebook
Planning using Reinforcement Learning
Updated
Jan 2, 2019
Python
RDDL syntax highlighting for Visual Studio Code
Planning through backpropagation using TensorFlow.
Updated
Oct 29, 2020
Python
A toolkit for working with RDDL domains in Python3.
Updated
Nov 7, 2020
Python
RDDL2TensorFlow compiler.
Updated
Nov 16, 2020
Python
RDDL lexer/parser in Python3.
Updated
May 12, 2021
Python
Probabilistic planning in continuous state-action MDPs in TensorFlow.
Updated
Jun 21, 2022
Python
A RDDL simulator running in TensorFlow.
Updated
Mar 24, 2023
Python
Docker files for connecting the PROST planner with pyRDDLGym.
Updated
Feb 24, 2024
Dockerfile
An ANTLR4 grammar for RDDL files.
Updated
May 20, 2024
Java
Symbolic compilation of RDDL domains, Dynamic Bayes net (DBN) visualization, symbolic dynamic programming (SDP).
Updated
Jun 14, 2024
Python
Wrappers for reinforcement learning algorithms (i.e. stable baselines 3, RLlib) to work with pyRDDLGym.
Updated
Jul 1, 2024
Python
Gurobi compilation of RDDL description files to mixed-integer programs, and optimization tools.
Updated
Jul 2, 2024
Python
Hosts domain and instance RDDL files, covering problems from a wide range of disciplines, integration with the pyRDDLGym ecosystem.
Updated
Jul 5, 2024
Python
Graphical integrated development environment for RDDL.
Updated
Jul 5, 2024
Python
JAX compilation of RDDL description files, and a differentiable planner in JAX.
Updated
Aug 8, 2024
Python
A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.
Updated
Sep 26, 2024
Python
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