From 394678f8e8d89a67b93897cc6a67ad14658beb66 Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Sun, 18 Mar 2018 16:52:14 -0700 Subject: [PATCH 1/3] Corrected Wall Jump description (#501) * Corrected Wall Jump description --- docs/Learning-Environment-Examples.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/Learning-Environment-Examples.md b/docs/Learning-Environment-Examples.md index 8d0b6187e6..ecb55318eb 100644 --- a/docs/Learning-Environment-Examples.md +++ b/docs/Learning-Environment-Examples.md @@ -109,7 +109,7 @@ If you would like to contribute environments, please see our * -0.0005 for every step. * +1.0 if the agent touches the goal. * -1.0 if the agent falls off the platform. -* Brains: One brain with the following observation/action space. +* Brains: Two brains, each with the following observation/action space. * Vector Observation space: (Continuous) 16 variables corresponding to position and velocities of agent, block, and goal, plus the height of the wall. * Vector Action space: (Discrete) Size of 74, corresponding to 14 raycasts each detecting 4 possible objects. plus the global position of the agent and whether or not the agent is grounded. * Visual Observations: None. From f32ecca6c81836eca7fe365d441955ca2327c5db Mon Sep 17 00:00:00 2001 From: Joe Ward Date: Mon, 19 Mar 2018 10:48:04 -0700 Subject: [PATCH 2/3] added images to path --- docs/Learning-Environment-Design.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/Learning-Environment-Design.md b/docs/Learning-Environment-Design.md index de93dae9a4..7a449ae4f8 100644 --- a/docs/Learning-Environment-Design.md +++ b/docs/Learning-Environment-Design.md @@ -31,7 +31,7 @@ To create a training environment, extend the Academy and Agent classes to implem To train and use ML-Agents in a Unity scene, the scene must contain a single Academy subclass along with as many Brain objects and Agent subclasses as you need. Any Brain instances in the scene must be attached to GameObjects that are children of the Academy in the Unity Scene Hierarchy. Agent instances should be attached to the GameObject representing that agent. -[Screenshot of scene hierarchy] +![Scene Hierarchy](images/scene-hierarchy.png) You must assign a brain to every agent, but you can share brains between multiple agents. Each agent will make its own observations and act independently, but will use the same decision-making logic and, for **Internal** brains, the same trained TensorFlow model. From 72835e8188e4534ce2abdb961a6223d1637627bb Mon Sep 17 00:00:00 2001 From: Arthur Juliani Date: Wed, 21 Mar 2018 14:12:31 -0700 Subject: [PATCH 3/3] Hotfix 0.3.0b (#519) * Fixes internal brain for Banana Imitation. * Fixes Discrete Control training for Imitation Learning. * Fixes Visual Observations in internal brain with non-square inputs. --- python/unitytrainers/bc/models.py | 4 +- python/unitytrainers/bc/trainer.py | 15 +- .../BananaCollectors/BananaImitation.unity | 225 +++++++++--------- .../BananaCollectors/Scripts/BananaAgent.cs | 36 ++- .../BananaCollectors/TFModels/BananaI.bytes | Bin 94331 -> 0 bytes .../BananaCollectors/TFModels/BananaIL.bytes | Bin 0 -> 94357 bytes ...BananaI.bytes.meta => BananaIL.bytes.meta} | 4 +- .../ML-Agents/Scripts/CoreBrainInternal.cs | 2 +- .../ProjectSettings/EditorBuildSettings.asset | 38 +-- 9 files changed, 155 insertions(+), 169 deletions(-) delete mode 100644 unity-environment/Assets/ML-Agents/Examples/BananaCollectors/TFModels/BananaI.bytes create mode 100644 unity-environment/Assets/ML-Agents/Examples/BananaCollectors/TFModels/BananaIL.bytes rename unity-environment/Assets/ML-Agents/Examples/BananaCollectors/TFModels/{BananaI.bytes.meta => BananaIL.bytes.meta} (59%) diff --git a/python/unitytrainers/bc/models.py b/python/unitytrainers/bc/models.py index 75dc081a44..313bb03e55 100644 --- a/python/unitytrainers/bc/models.py +++ b/python/unitytrainers/bc/models.py @@ -22,7 +22,9 @@ def __init__(self, brain, h_size=128, lr=1e-4, n_layers=2, m_size=128, if brain.vector_action_space_type == "discrete": self.action_probs = tf.nn.softmax(self.policy) - self.sample_action = tf.cast(tf.multinomial(self.policy, 1, name="action"), tf.int32) + self.sample_action_float = tf.multinomial(self.policy, 1) + self.sample_action_float = tf.identity(self.sample_action_float, name="action") + self.sample_action = tf.cast(self.sample_action_float, tf.int32) self.true_action = tf.placeholder(shape=[None], dtype=tf.int32, name="teacher_action") self.action_oh = tf.one_hot(self.true_action, self.a_size) self.loss = tf.reduce_sum(-tf.log(self.action_probs + 1e-10) * self.action_oh) diff --git a/python/unitytrainers/bc/trainer.py b/python/unitytrainers/bc/trainer.py index 7281465b8d..b280efbaaf 100755 --- a/python/unitytrainers/bc/trainer.py +++ b/python/unitytrainers/bc/trainer.py @@ -54,7 +54,8 @@ def __init__(self, sess, env, brain_name, trainer_parameters, training, seed): self.stats = {'losses': [], 'episode_length': [], 'cumulative_reward': []} self.training_buffer = Buffer() - self.is_continuous = (env.brains[brain_name].vector_action_space_type == "continuous") + self.is_continuous_action = (env.brains[brain_name].vector_action_space_type == "continuous") + self.is_continuous_observation = (env.brains[brain_name].vector_observation_space_type == "continuous") self.use_observations = (env.brains[brain_name].number_visual_observations > 0) if self.use_observations: logger.info('Cannot use observations with imitation learning') @@ -286,12 +287,16 @@ def update_model(self): end = (j + 1) * self.n_sequences batch_states = np.array(_buffer['vector_observations'][start:end]) batch_actions = np.array(_buffer['actions'][start:end]) - feed_dict = {self.model.true_action: batch_actions.reshape([-1, self.brain.vector_action_space_size]), - self.model.dropout_rate: 0.5, + + feed_dict = {self.model.dropout_rate: 0.5, self.model.batch_size: self.n_sequences, self.model.sequence_length: self.sequence_length} - if not self.is_continuous: - feed_dict[self.model.vector_in] = batch_states.reshape([-1, 1]) + if self.is_continuous_action: + feed_dict[self.model.true_action] = batch_actions.reshape([-1, self.brain.vector_action_space_size]) + else: + feed_dict[self.model.true_action] = batch_actions.reshape([-1]) + if not self.is_continuous_observation: + feed_dict[self.model.vector_in] = batch_states.reshape([-1, self.brain.num_stacked_vector_observations]) else: feed_dict[self.model.vector_in] = batch_states.reshape([-1, self.brain.vector_observation_space_size * self.brain.num_stacked_vector_observations]) diff --git a/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaImitation.unity b/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaImitation.unity index 91bed70bc7..a83cda6a94 100644 --- a/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaImitation.unity +++ b/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/BananaImitation.unity @@ -13,7 +13,7 @@ OcclusionCullingSettings: --- !u!104 &2 RenderSettings: m_ObjectHideFlags: 0 - serializedVersion: 8 + serializedVersion: 9 m_Fog: 0 m_FogColor: {r: 0.5, g: 0.5, b: 0.5, a: 1} m_FogMode: 3 @@ -39,6 +39,7 @@ RenderSettings: m_CustomReflection: {fileID: 0} m_Sun: {fileID: 0} m_IndirectSpecularColor: {r: 0, g: 0, b: 0, a: 1} + m_UseRadianceAmbientProbe: 0 --- !u!157 &3 LightmapSettings: m_ObjectHideFlags: 0 @@ -54,11 +55,10 @@ LightmapSettings: m_EnableBakedLightmaps: 1 m_EnableRealtimeLightmaps: 1 m_LightmapEditorSettings: - serializedVersion: 9 + serializedVersion: 10 m_Resolution: 2 m_BakeResolution: 40 - m_TextureWidth: 1024 - m_TextureHeight: 1024 + m_AtlasSize: 1024 m_AO: 1 m_AOMaxDistance: 1 m_CompAOExponent: 1 @@ -88,6 +88,7 @@ LightmapSettings: m_PVRFilteringAtrousPositionSigmaDirect: 0.5 m_PVRFilteringAtrousPositionSigmaIndirect: 2 m_PVRFilteringAtrousPositionSigmaAO: 1 + m_ShowResolutionOverlay: 1 m_LightingDataAsset: {fileID: 112000002, guid: 03723c7f910c3423aa1974f1b9ce8392, type: 2} m_UseShadowmask: 1 @@ -155,7 +156,7 @@ MonoBehaviour: m_EditorClassIdentifier: brainParameters: vectorObservationSize: 53 - numStackedVectorObservations: 1 + numStackedVectorObservations: 3 vectorActionSize: 3 cameraResolutions: [] vectorActionDescriptions: @@ -166,11 +167,11 @@ MonoBehaviour: vectorObservationSpaceType: 1 brainType: 0 CoreBrains: - - {fileID: 1524216868} - - 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(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) - m_EditorClassIdentifier: - broadcast: 1 - brain: {fileID: 7561199} --- !u!1 &1196437247 GameObject: m_ObjectHideFlags: 0 @@ -797,7 +779,7 @@ CanvasRenderer: m_PrefabParentObject: {fileID: 0} m_PrefabInternal: {fileID: 0} m_GameObject: {fileID: 1196437247} ---- !u!114 &1198151381 +--- !u!114 &1242692510 MonoBehaviour: m_ObjectHideFlags: 0 m_PrefabParentObject: {fileID: 0} @@ -805,12 +787,11 @@ MonoBehaviour: m_GameObject: {fileID: 0} m_Enabled: 1 m_EditorHideFlags: 0 - m_Script: {fileID: 11500000, guid: 943466ab374444748a364f9d6c3e2fe2, type: 3} - m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) + m_Script: {fileID: 11500000, guid: 35813a1be64e144f887d7d5f15b963fa, type: 3} + m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) m_EditorClassIdentifier: - broadcast: 1 - brain: {fileID: 7561199} ---- !u!114 &1279782013 + brain: {fileID: 2015024680} +--- !u!114 &1304282570 MonoBehaviour: m_ObjectHideFlags: 0 m_PrefabParentObject: {fileID: 0} @@ -819,10 +800,10 @@ MonoBehaviour: m_Enabled: 1 m_EditorHideFlags: 0 m_Script: {fileID: 11500000, guid: 35813a1be64e144f887d7d5f15b963fa, type: 3} - m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) + m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) m_EditorClassIdentifier: brain: {fileID: 7561199} ---- !u!114 &1524216868 +--- !u!114 &1433084326 MonoBehaviour: m_ObjectHideFlags: 0 m_PrefabParentObject: {fileID: 0} @@ -831,7 +812,7 @@ MonoBehaviour: m_Enabled: 1 m_EditorHideFlags: 0 m_Script: {fileID: 11500000, guid: 41e9bda8f3cf1492fa74926a530f6f70, type: 3} - m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) + m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) m_EditorClassIdentifier: broadcast: 1 continuousPlayerActions: @@ -860,7 +841,7 @@ MonoBehaviour: - key: 100 value: 4 defaultAction: 0 - brain: {fileID: 7561199} + brain: {fileID: 2015024680} --- !u!1 &1570348456 GameObject: m_ObjectHideFlags: 0 @@ -995,33 +976,6 @@ Transform: m_Father: {fileID: 0} m_RootOrder: 2 m_LocalEulerAnglesHint: {x: 0, y: 0, z: 0} ---- !u!114 &1628782409 -MonoBehaviour: - m_ObjectHideFlags: 0 - m_PrefabParentObject: {fileID: 0} - m_PrefabInternal: {fileID: 0} - m_GameObject: {fileID: 0} - m_Enabled: 1 - m_EditorHideFlags: 0 - m_Script: {fileID: 11500000, guid: 8b23992c8eb17439887f5e944bf04a40, type: 3} - m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) - m_EditorClassIdentifier: - broadcast: 1 - graphModel: {fileID: 4900000, guid: 2671f35d7452742cb9f019fb5e30d682, type: 3} - graphScope: - graphPlaceholders: - - name: epsilon - valueType: 1 - minValue: -0.5 - maxValue: 0.5 - BatchSizePlaceholderName: batch_size - VectorObservationPlacholderName: state - RecurrentInPlaceholderName: recurrent_in - RecurrentOutPlaceholderName: recurrent_out - VisualObservationPlaceholderName: [] - ActionPlaceholderName: action - PreviousActionPlaceholderName: prev_action - brain: {fileID: 7561199} --- !u!1 &1799584680 GameObject: m_ObjectHideFlags: 0 @@ -1091,6 +1045,45 @@ CanvasRenderer: m_PrefabParentObject: {fileID: 0} m_PrefabInternal: {fileID: 0} m_GameObject: {fileID: 1799584680} +--- !u!114 &1948154950 +MonoBehaviour: + m_ObjectHideFlags: 0 + m_PrefabParentObject: {fileID: 0} + m_PrefabInternal: {fileID: 0} + m_GameObject: {fileID: 0} + m_Enabled: 1 + m_EditorHideFlags: 0 + m_Script: {fileID: 11500000, guid: 41e9bda8f3cf1492fa74926a530f6f70, type: 3} + m_Name: (Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone)(Clone) + m_EditorClassIdentifier: + broadcast: 1 + continuousPlayerActions: + - key: 119 + index: 0 + value: 1 + - key: 97 + index: 1 + value: -1 + - key: 100 + index: 1 + value: 1 + - key: 32 + index: 2 + value: 1 + - key: 115 + index: 0 + value: -1 + discretePlayerActions: + - key: 119 + value: 1 + - key: 32 + value: 2 + - key: 97 + value: 3 + - key: 100 + value: 4 + defaultAction: 0 + brain: {fileID: 7561199} --- !u!1 &2015024677 GameObject: m_ObjectHideFlags: 0 @@ -1133,7 +1126,7 @@ MonoBehaviour: m_EditorClassIdentifier: brainParameters: vectorObservationSize: 53 - numStackedVectorObservations: 1 + numStackedVectorObservations: 3 vectorActionSize: 3 cameraResolutions: [] vectorActionDescriptions: @@ -1144,8 +1137,8 @@ MonoBehaviour: vectorObservationSpaceType: 1 brainType: 2 CoreBrains: - - {fileID: 795139704} - - {fileID: 1198151381} - - {fileID: 236359402} - - {fileID: 1628782409} - instanceID: 39226 + - {fileID: 1433084326} + - {fileID: 242471418} + - {fileID: 1242692510} + - {fileID: 821097166} + instanceID: 20790 diff --git a/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/Scripts/BananaAgent.cs b/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/Scripts/BananaAgent.cs index a7dfbcb35a..29d44b6d51 100644 --- a/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/Scripts/BananaAgent.cs +++ b/unity-environment/Assets/ML-Agents/Examples/BananaCollectors/Scripts/BananaAgent.cs @@ -83,11 +83,35 @@ public void MoveAgent(float[] act) Vector3 dirToGo = Vector3.zero; Vector3 rotateDir = Vector3.zero; + if (!frozen) { - dirToGo = transform.forward * Mathf.Clamp(act[0], -1f, 1f); - rotateDir = transform.up * Mathf.Clamp(act[1], -1f, 1f); - if (Mathf.Clamp(act[2], 0f, 1f) > 0.5f) + bool shootCommand = false; + if (brain.brainParameters.vectorActionSpaceType == SpaceType.continuous) + { + dirToGo = transform.forward * Mathf.Clamp(act[0], -1f, 1f); + rotateDir = transform.up * Mathf.Clamp(act[1], -1f, 1f); + shootCommand = Mathf.Clamp(act[2], 0f, 1f) > 0.5f; + } + else + { + switch ((int)(act[0])) + { + case 1: + dirToGo = transform.forward; + break; + case 2: + shootCommand = true; + break; + case 3: + rotateDir = -transform.up; + break; + case 4: + rotateDir = transform.up; + break; + } + } + if (shootCommand) { shoot = true; dirToGo *= 0.5f; @@ -121,9 +145,9 @@ public void MoveAgent(float[] act) myLaser.transform.localScale = new Vector3(0f, 0f, 0f); } - } + void Freeze() { gameObject.tag = "frozenAgent"; @@ -182,8 +206,8 @@ public override void AgentReset() agentRB.velocity = Vector3.zero; bananas = 0; myLaser.transform.localScale = new Vector3(0f, 0f, 0f); - transform.position = new Vector3(Random.Range(-myArea.range, myArea.range), - 2f, Random.Range(-myArea.range, myArea.range)) + transform.position = new Vector3(Random.Range(-myArea.range, myArea.range), + 2f, Random.Range(-myArea.range, myArea.range)) + area.transform.position; transform.rotation = Quaternion.Euler(new Vector3(0f, Random.Range(0, 360))); } diff --git 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