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pyrddlgym-project's Projects

pyrddlgym icon pyrddlgym

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

pyrddlgym-gurobi icon pyrddlgym-gurobi

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

pyrddlgym-jax icon pyrddlgym-jax

JAX compilation of RDDL description files, and a differentiable planner in JAX.

pyrddlgym-rl icon pyrddlgym-rl

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

pyrddlgym-symbolic icon pyrddlgym-symbolic

Symbolic compilation of RDDL domains, Dynamic Bayes net (DBN) visualization, symbolic dynamic programming (SDP).

rddl-ide icon rddl-ide

Graphical integrated development environment for RDDL.

rddlrepository icon rddlrepository

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

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