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{file = "zipp-3.15.0-py3-none-any.whl", hash = "sha256:48904fc76a60e542af151aded95726c1a5c34ed43ab4134b597665c86d7ad556"}, - {file = "zipp-3.15.0.tar.gz", hash = "sha256:112929ad649da941c23de50f356a2b5570c954b65150642bccdd66bf194d224b"}, + {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"}, + {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] -testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] all = ["cartopy", "discrete-optimization", "gymnasium", "joblib", "matplotlib", "numpy", "openap", "pygeodesy", "pygrib", "pygrib", "ray", "stable-baselines3", "unified-planning", "up-enhsp", "up-fast-downward", "up-pyperplan", "up-tamer"] @@ -3835,4 +4482,4 @@ solvers = ["discrete-optimization", "gymnasium", "joblib", "numpy", "ray", "stab [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "502ccbb650fa702141942cc2a06641604f3a5089878f9613732c315e26f99d7e" +content-hash = "156d71ccccebfdcd92c5fd17f169811330ba59cc87008432b3765c720643f86c" diff --git a/skdecide/hub/solver/ray_rllib/ray_rllib.py b/skdecide/hub/solver/ray_rllib/ray_rllib.py index 321022952f..e2d7df82d5 100644 --- a/skdecide/hub/solver/ray_rllib/ray_rllib.py +++ b/skdecide/hub/solver/ray_rllib/ray_rllib.py @@ -9,6 +9,7 @@ import gymnasium as gym import numpy as np import ray +from packaging.version import Version from ray.rllib.algorithms.algorithm import Algorithm, AlgorithmConfig from ray.rllib.env.wrappers.multi_agent_env_compatibility import ( MultiAgentEnvCompatibility, @@ -286,12 +287,18 @@ def _init_algo(self, domain_factory: Callable[[], D]): state_access=rayrllib._state_access, ), ) - # Disable env checking in case of action masking otherwise RLlib will try to simulate - # next state transition with invalid actions, which might make some domains crash if - # they require action masking - self._config.environment( - env="skdecide_env", disable_env_checking=self._action_masking - ) + if Version(ray.__version__) >= Version("2.20.0"): + # starting from ray 2.20, no more checks on environment are made, + # and `disable_env_checking` use raises an error + self._config.environment(env="skdecide_env") + else: + # Disable env checking in case of action masking otherwise RLlib will try to simulate + # next state transition with invalid actions, which might make some domains crash if + # they require action masking + self._config.environment( + env="skdecide_env", disable_env_checking=self._action_masking + ) + self._algo = self._algo_class(config=self._config) diff --git a/tests/solvers/python/test_ray_rllib.py b/tests/solvers/python/test_ray_rllib.py index dc1ba301dd..38c4696152 100644 --- a/tests/solvers/python/test_ray_rllib.py +++ b/tests/solvers/python/test_ray_rllib.py @@ -119,9 +119,6 @@ def test_as_rllib_env(): for subspace in env.observation_space.values(): assert isinstance(subspace, gym.spaces.Space) - # checks from ray.rllib - ray.rllib.utils.check_env(env) - def test_as_rllib_env_with_autocast_from_singleagent_to_multiagents(): ENV_NAME = "CartPole-v1" @@ -142,9 +139,6 @@ def test_as_rllib_env_with_autocast_from_singleagent_to_multiagents(): for subspace in env.observation_space.values(): assert isinstance(subspace, gym.spaces.Space) - # checks from ray.rllib - ray.rllib.utils.check_env(env) - def test_ray_rllib_solver(): # define domain