rddl
There are 19 repositories under rddl topic.
pyrddlgym-project/pyRDDLGym
A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.
thiagopbueno/rddlgym
A toolkit for working with RDDL domains in Python3.
thiagopbueno/tf-plan
Planning through backpropagation using TensorFlow.
thiagopbueno/tf-mdp
Probabilistic planning in continuous state-action MDPs in TensorFlow.
wuga214/PAPER_NIPS17_ScalablePlanning_Tensorflow
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.
thiagopbueno/pyrddl
RDDL lexer/parser in Python3.
dair-iitd/torpido
Planning using Reinforcement Learning
pyrddlgym-project/rddlrepository
Hosts domain and instance RDDL files, covering problems from a wide range of disciplines, integration with the pyRDDLGym ecosystem.
thiagopbueno/rddl2tf
RDDL2TensorFlow compiler.
thiagopbueno/tf-rddlsim
A RDDL simulator running in TensorFlow.
pyrddlgym-project/pyRDDLGym-jax
JAX compilation of RDDL description files, and a differentiable planner in JAX.
pyrddlgym-project/pyRDDLGym-symbolic
Symbolic compilation of RDDL domains, Dynamic Bayes net (DBN) visualization, symbolic dynamic programming (SDP).
martcram/vscode-rddl
RDDL syntax highlighting for Visual Studio Code
pyrddlgym-project/pyRDDLGym-prost
Docker files for connecting the PROST planner with pyRDDLGym.
pyrddlgym-project/pyRDDLGym-rl
Wrappers for reinforcement learning algorithms (i.e. stable baselines 3, RLlib) to work with pyRDDLGym.
pyrddlgym-project/rddl-ide
Graphical integrated development environment for RDDL.
GMMDMDIDEMS/antlr4-rddl
An ANTLR4 grammar for RDDL files.
GMMDMDIDEMS/rddl-instance-generator
A command line tool for generating an unlimited number of RDDL instance files of customisable complexity.
pyrddlgym-project/pyRDDLGym-gurobi
Gurobi compilation of RDDL description files to mixed-integer programs, and optimization tools.