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pyrddlgym-project
pyrddlgym

A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.

2K 93 23
pyrddlgym-project
pyrddlgym-jax

pyRDDLGym-jax: automatic differentiation for solving sequential planning problems in JAX.

1K 12 3
thiagopbueno
rddl2tf

RDDL2TensorFlow compiler.

1K 7 6
pyrddlgym-project
rddlrepository

Hosts domain and instance RDDL files, covering problems from a wide range of disciplines, integration with the pyRDDLGym ecosystem.

896 12 5
thiagopbueno
rddlgym

A toolkit for working with RDDL domains in Python3.

850 17 6
thiagopbueno
tf-plan

Planning through backpropagation using TensorFlow.

542 16 6
pyrddlgym-project
pyrddlgym-rl

Wrappers for reinforcement learning algorithms (i.e. stable baselines 3, RLlib) to work with pyRDDLGym.

494 5 2
thiagopbueno
tfrddlsim

A RDDL simulator running in TensorFlow.

483 4 6
pyrddlgym-project
pyrddlgym-symbolic

pyRDDLGym-symbolic: Symbolic toolset for pyRDDLGym via XADD.

476 4 1
pyrddlgym-project
pyrddlgym-gurobi

Gurobi compilation of RDDL description files to mixed-integer programs, and optimization tools.

468 2 1
thiagopbueno
pyrddl

RDDL lexer/parser in Python3.

367 10 8
thiagopbueno
tf-mdp

Probabilistic planning in continuous state-action MDPs in TensorFlow.

267 13 3