Reinforcement Learning
ml-agents
TensorBoard
ONNX
Pyramids
deep-reinforcement-learning
ML-Agents-Pyramids
Instructions to use AnnaMats/ppo-Pyramids-Training with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- ml-agents
How to use AnnaMats/ppo-Pyramids-Training with ml-agents:
mlagents-load-from-hf --repo-id="AnnaMats/ppo-Pyramids-Training" --local-dir="./download: string[]s"
- Notebooks
- Google Colab
- Kaggle
| // <auto-generated> | |
| // Generated by the protocol buffer compiler. DO NOT EDIT! | |
| // source: mlagents_envs/communicator_objects/unity_message.proto | |
| // </auto-generated> | |
| using pb = global::Google.Protobuf; | |
| using pbc = global::Google.Protobuf.Collections; | |
| using pbr = global::Google.Protobuf.Reflection; | |
| using scg = global::System.Collections.Generic; | |
| namespace Unity.MLAgents.CommunicatorObjects { | |
| /// <summary>Holder for reflection information generated from mlagents_envs/communicator_objects/unity_message.proto</summary> | |
| internal static partial class UnityMessageReflection { | |
| /// <summary>File descriptor for mlagents_envs/communicator_objects/unity_message.proto</summary> | |
| public static pbr::FileDescriptor Descriptor { | |
| get { return descriptor; } | |
| } | |
| private static pbr::FileDescriptor descriptor; | |
| static UnityMessageReflection() { | |
| byte[] descriptorData = global::System.Convert.FromBase64String( | |
| string.Concat( | |
| "CjZtbGFnZW50c19lbnZzL2NvbW11bmljYXRvcl9vYmplY3RzL3VuaXR5X21l", | |
| "c3NhZ2UucHJvdG8SFGNvbW11bmljYXRvcl9vYmplY3RzGjVtbGFnZW50c19l", | |
| "bnZzL2NvbW11bmljYXRvcl9vYmplY3RzL3VuaXR5X291dHB1dC5wcm90bxo0", | |
| "bWxhZ2VudHNfZW52cy9jb21tdW5pY2F0b3Jfb2JqZWN0cy91bml0eV9pbnB1", | |
| "dC5wcm90bxovbWxhZ2VudHNfZW52cy9jb21tdW5pY2F0b3Jfb2JqZWN0cy9o", | |
| "ZWFkZXIucHJvdG8iwAEKEVVuaXR5TWVzc2FnZVByb3RvEjEKBmhlYWRlchgB", | |
| "IAEoCzIhLmNvbW11bmljYXRvcl9vYmplY3RzLkhlYWRlclByb3RvEjwKDHVu", | |
| "aXR5X291dHB1dBgCIAEoCzImLmNvbW11bmljYXRvcl9vYmplY3RzLlVuaXR5", | |
| "T3V0cHV0UHJvdG8SOgoLdW5pdHlfaW5wdXQYAyABKAsyJS5jb21tdW5pY2F0", | |
| "b3Jfb2JqZWN0cy5Vbml0eUlucHV0UHJvdG9CJaoCIlVuaXR5Lk1MQWdlbnRz", | |
| "LkNvbW11bmljYXRvck9iamVjdHNiBnByb3RvMw==")); | |
| descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData, | |
| new pbr::FileDescriptor[] { global::Unity.MLAgents.CommunicatorObjects.UnityOutputReflection.Descriptor, global::Unity.MLAgents.CommunicatorObjects.UnityInputReflection.Descriptor, global::Unity.MLAgents.CommunicatorObjects.HeaderReflection.Descriptor, }, | |
| new pbr::GeneratedClrTypeInfo(null, new pbr::GeneratedClrTypeInfo[] { | |
| new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.UnityMessageProto), global::Unity.MLAgents.CommunicatorObjects.UnityMessageProto.Parser, new[]{ "Header", "UnityOutput", "UnityInput" }, null, null, null) | |
| })); | |
| } | |
| } | |
| internal sealed partial class UnityMessageProto : pb::IMessage<UnityMessageProto> { | |
| private static readonly pb::MessageParser<UnityMessageProto> _parser = new pb::MessageParser<UnityMessageProto>(() => new UnityMessageProto()); | |
| private pb::UnknownFieldSet _unknownFields; | |
| [] | |
| public static pb::MessageParser<UnityMessageProto> Parser { get { return _parser; } } | |
| [] | |
| public static pbr::MessageDescriptor Descriptor { | |
| get { return global::Unity.MLAgents.CommunicatorObjects.UnityMessageReflection.Descriptor.MessageTypes[0]; } | |
| } | |
| [] | |
| pbr::MessageDescriptor pb::IMessage.Descriptor { | |
| get { return Descriptor; } | |
| } | |
| [] | |
| public UnityMessageProto() { | |
| OnConstruction(); | |
| } | |
| partial void OnConstruction(); | |
| [] | |
| public UnityMessageProto(UnityMessageProto other) : this() { | |
| Header = other.header_ != null ? other.Header.Clone() : null; | |
| UnityOutput = other.unityOutput_ != null ? other.UnityOutput.Clone() : null; | |
| UnityInput = other.unityInput_ != null ? other.UnityInput.Clone() : null; | |
| _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields); | |
| } | |
| [] | |
| public UnityMessageProto Clone() { | |
| return new UnityMessageProto(this); | |
| } | |
| /// <summary>Field number for the "header" field.</summary> | |
| public const int HeaderFieldNumber = 1; | |
| private global::Unity.MLAgents.CommunicatorObjects.HeaderProto header_; | |
| [] | |
| public global::Unity.MLAgents.CommunicatorObjects.HeaderProto Header { | |
| get { return header_; } | |
| set { | |
| header_ = value; | |
| } | |
| } | |
| /// <summary>Field number for the "unity_output" field.</summary> | |
| public const int UnityOutputFieldNumber = 2; | |
| private global::Unity.MLAgents.CommunicatorObjects.UnityOutputProto unityOutput_; | |
| [] | |
| public global::Unity.MLAgents.CommunicatorObjects.UnityOutputProto UnityOutput { | |
| get { return unityOutput_; } | |
| set { | |
| unityOutput_ = value; | |
| } | |
| } | |
| /// <summary>Field number for the "unity_input" field.</summary> | |
| public const int UnityInputFieldNumber = 3; | |
| private global::Unity.MLAgents.CommunicatorObjects.UnityInputProto unityInput_; | |
| [] | |
| public global::Unity.MLAgents.CommunicatorObjects.UnityInputProto UnityInput { | |
| get { return unityInput_; } | |
| set { | |
| unityInput_ = value; | |
| } | |
| } | |
| [] | |
| public override bool Equals(object other) { | |
| return Equals(other as UnityMessageProto); | |
| } | |
| [] | |
| public bool Equals(UnityMessageProto other) { | |
| if (ReferenceEquals(other, null)) { | |
| return false; | |
| } | |
| if (ReferenceEquals(other, this)) { | |
| return true; | |
| } | |
| if (!object.Equals(Header, other.Header)) return false; | |
| if (!object.Equals(UnityOutput, other.UnityOutput)) return false; | |
| if (!object.Equals(UnityInput, other.UnityInput)) return false; | |
| return Equals(_unknownFields, other._unknownFields); | |
| } | |
| [] | |
| public override int GetHashCode() { | |
| int hash = 1; | |
| if (header_ != null) hash ^= Header.GetHashCode(); | |
| if (unityOutput_ != null) hash ^= UnityOutput.GetHashCode(); | |
| if (unityInput_ != null) hash ^= UnityInput.GetHashCode(); | |
| if (_unknownFields != null) { | |
| hash ^= _unknownFields.GetHashCode(); | |
| } | |
| return hash; | |
| } | |
| [] | |
| public override string ToString() { | |
| return pb::JsonFormatter.ToDiagnosticString(this); | |
| } | |
| [] | |
| public void WriteTo(pb::CodedOutputStream output) { | |
| if (header_ != null) { | |
| output.WriteRawTag(10); | |
| output.WriteMessage(Header); | |
| } | |
| if (unityOutput_ != null) { | |
| output.WriteRawTag(18); | |
| output.WriteMessage(UnityOutput); | |
| } | |
| if (unityInput_ != null) { | |
| output.WriteRawTag(26); | |
| output.WriteMessage(UnityInput); | |
| } | |
| if (_unknownFields != null) { | |
| _unknownFields.WriteTo(output); | |
| } | |
| } | |
| [] | |
| public int CalculateSize() { | |
| int size = 0; | |
| if (header_ != null) { | |
| size += 1 + pb::CodedOutputStream.ComputeMessageSize(Header); | |
| } | |
| if (unityOutput_ != null) { | |
| size += 1 + pb::CodedOutputStream.ComputeMessageSize(UnityOutput); | |
| } | |
| if (unityInput_ != null) { | |
| size += 1 + pb::CodedOutputStream.ComputeMessageSize(UnityInput); | |
| } | |
| if (_unknownFields != null) { | |
| size += _unknownFields.CalculateSize(); | |
| } | |
| return size; | |
| } | |
| [] | |
| public void MergeFrom(UnityMessageProto other) { | |
| if (other == null) { | |
| return; | |
| } | |
| if (other.header_ != null) { | |
| if (header_ == null) { | |
| header_ = new global::Unity.MLAgents.CommunicatorObjects.HeaderProto(); | |
| } | |
| Header.MergeFrom(other.Header); | |
| } | |
| if (other.unityOutput_ != null) { | |
| if (unityOutput_ == null) { | |
| unityOutput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityOutputProto(); | |
| } | |
| UnityOutput.MergeFrom(other.UnityOutput); | |
| } | |
| if (other.unityInput_ != null) { | |
| if (unityInput_ == null) { | |
| unityInput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityInputProto(); | |
| } | |
| UnityInput.MergeFrom(other.UnityInput); | |
| } | |
| _unknownFields = pb::UnknownFieldSet.MergeFrom(_unknownFields, other._unknownFields); | |
| } | |
| [] | |
| public void MergeFrom(pb::CodedInputStream input) { | |
| uint tag; | |
| while ((tag = input.ReadTag()) != 0) { | |
| switch(tag) { | |
| default: | |
| _unknownFields = pb::UnknownFieldSet.MergeFieldFrom(_unknownFields, input); | |
| break; | |
| case 10: { | |
| if (header_ == null) { | |
| header_ = new global::Unity.MLAgents.CommunicatorObjects.HeaderProto(); | |
| } | |
| input.ReadMessage(header_); | |
| break; | |
| } | |
| case 18: { | |
| if (unityOutput_ == null) { | |
| unityOutput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityOutputProto(); | |
| } | |
| input.ReadMessage(unityOutput_); | |
| break; | |
| } | |
| case 26: { | |
| if (unityInput_ == null) { | |
| unityInput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityInputProto(); | |
| } | |
| input.ReadMessage(unityInput_); | |
| break; | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |