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[rllib] Support discrete observation spaces such as FrozenLake-v0 (#1140)

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* add

* remove transform_shape

* fix test

* fix
This commit is contained in:
Eric Liang
2017-10-23 23:16:52 -07:00
committed by Richard Liaw
parent 0c9817fa76
commit cd9dc398ff
10 changed files with 98 additions and 66 deletions
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test/jenkins_tests/run_multi_node_tests.sh
+13
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@@ -98,6 +98,19 @@ docker run --shm-size=10G --memory=10G $DOCKER_SHA \
--stop '{"training_iteration": 2}' \
--config '{"lr": 1e-3, "schedule_max_timesteps": 100000, "exploration_fraction": 0.1, "exploration_final_eps": 0.02, "dueling": false, "hiddens": [], "model": {"fcnet_hiddens": [64], "fcnet_activation": "relu"}}'
docker run --shm-size=10G --memory=10G $DOCKER_SHA \
python /ray/python/ray/rllib/train.py \
--env FrozenLake-v0 \
--alg DQN \
--stop '{"training_iteration": 2}'
docker run --shm-size=10G --memory=10G $DOCKER_SHA \
python /ray/python/ray/rllib/train.py \
--env FrozenLake-v0 \
--alg PPO \
--stop '{"training_iteration": 2}' \
--config '{"num_sgd_iter": 10, "sgd_batchsize": 64, "timesteps_per_batch": 1000, "num_workers": 1}'
docker run --shm-size=10G --memory=10G $DOCKER_SHA \
python /ray/python/ray/rllib/train.py \
--env PongDeterministic-v4 \