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_output.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_output.proto</summary> | |
| internal static partial class UnityOutputReflection { | |
| /// <summary>File descriptor for mlagents_envs/communicator_objects/unity_output.proto</summary> | |
| public static pbr::FileDescriptor Descriptor { | |
| get { return descriptor; } | |
| } | |
| private static pbr::FileDescriptor descriptor; | |
| static UnityOutputReflection() { | |
| byte[] descriptorData = global::System.Convert.FromBase64String( | |
| string.Concat( | |
| "CjVtbGFnZW50c19lbnZzL2NvbW11bmljYXRvcl9vYmplY3RzL3VuaXR5X291", | |
| "dHB1dC5wcm90bxIUY29tbXVuaWNhdG9yX29iamVjdHMaOG1sYWdlbnRzX2Vu", | |
| "dnMvY29tbXVuaWNhdG9yX29iamVjdHMvdW5pdHlfcmxfb3V0cHV0LnByb3Rv", | |
| "GkdtbGFnZW50c19lbnZzL2NvbW11bmljYXRvcl9vYmplY3RzL3VuaXR5X3Js", | |
| "X2luaXRpYWxpemF0aW9uX291dHB1dC5wcm90byKpAQoQVW5pdHlPdXRwdXRQ", | |
| "cm90bxI7CglybF9vdXRwdXQYASABKAsyKC5jb21tdW5pY2F0b3Jfb2JqZWN0", | |
| "cy5Vbml0eVJMT3V0cHV0UHJvdG8SWAoYcmxfaW5pdGlhbGl6YXRpb25fb3V0", | |
| "cHV0GAIgASgLMjYuY29tbXVuaWNhdG9yX29iamVjdHMuVW5pdHlSTEluaXRp", | |
| "YWxpemF0aW9uT3V0cHV0UHJvdG9CJaoCIlVuaXR5Lk1MQWdlbnRzLkNvbW11", | |
| "bmljYXRvck9iamVjdHNiBnByb3RvMw==")); | |
| descriptor = pbr::FileDescriptor.FromGeneratedCode(descriptorData, | |
| new pbr::FileDescriptor[] { global::Unity.MLAgents.CommunicatorObjects.UnityRlOutputReflection.Descriptor, global::Unity.MLAgents.CommunicatorObjects.UnityRlInitializationOutputReflection.Descriptor, }, | |
| new pbr::GeneratedClrTypeInfo(null, new pbr::GeneratedClrTypeInfo[] { | |
| new pbr::GeneratedClrTypeInfo(typeof(global::Unity.MLAgents.CommunicatorObjects.UnityOutputProto), global::Unity.MLAgents.CommunicatorObjects.UnityOutputProto.Parser, new[]{ "RlOutput", "RlInitializationOutput" }, null, null, null) | |
| })); | |
| } | |
| } | |
| internal sealed partial class UnityOutputProto : pb::IMessage<UnityOutputProto> { | |
| private static readonly pb::MessageParser<UnityOutputProto> _parser = new pb::MessageParser<UnityOutputProto>(() => new UnityOutputProto()); | |
| private pb::UnknownFieldSet _unknownFields; | |
| [] | |
| public static pb::MessageParser<UnityOutputProto> Parser { get { return _parser; } } | |
| [] | |
| public static pbr::MessageDescriptor Descriptor { | |
| get { return global::Unity.MLAgents.CommunicatorObjects.UnityOutputReflection.Descriptor.MessageTypes[0]; } | |
| } | |
| [] | |
| pbr::MessageDescriptor pb::IMessage.Descriptor { | |
| get { return Descriptor; } | |
| } | |
| [] | |
| public UnityOutputProto() { | |
| OnConstruction(); | |
| } | |
| partial void OnConstruction(); | |
| [] | |
| public UnityOutputProto(UnityOutputProto other) : this() { | |
| RlOutput = other.rlOutput_ != null ? other.RlOutput.Clone() : null; | |
| RlInitializationOutput = other.rlInitializationOutput_ != null ? other.RlInitializationOutput.Clone() : null; | |
| _unknownFields = pb::UnknownFieldSet.Clone(other._unknownFields); | |
| } | |
| [] | |
| public UnityOutputProto Clone() { | |
| return new UnityOutputProto(this); | |
| } | |
| /// <summary>Field number for the "rl_output" field.</summary> | |
| public const int RlOutputFieldNumber = 1; | |
| private global::Unity.MLAgents.CommunicatorObjects.UnityRLOutputProto rlOutput_; | |
| [] | |
| public global::Unity.MLAgents.CommunicatorObjects.UnityRLOutputProto RlOutput { | |
| get { return rlOutput_; } | |
| set { | |
| rlOutput_ = value; | |
| } | |
| } | |
| /// <summary>Field number for the "rl_initialization_output" field.</summary> | |
| public const int RlInitializationOutputFieldNumber = 2; | |
| private global::Unity.MLAgents.CommunicatorObjects.UnityRLInitializationOutputProto rlInitializationOutput_; | |
| [] | |
| public global::Unity.MLAgents.CommunicatorObjects.UnityRLInitializationOutputProto RlInitializationOutput { | |
| get { return rlInitializationOutput_; } | |
| set { | |
| rlInitializationOutput_ = value; | |
| } | |
| } | |
| [] | |
| public override bool Equals(object other) { | |
| return Equals(other as UnityOutputProto); | |
| } | |
| [] | |
| public bool Equals(UnityOutputProto other) { | |
| if (ReferenceEquals(other, null)) { | |
| return false; | |
| } | |
| if (ReferenceEquals(other, this)) { | |
| return true; | |
| } | |
| if (!object.Equals(RlOutput, other.RlOutput)) return false; | |
| if (!object.Equals(RlInitializationOutput, other.RlInitializationOutput)) return false; | |
| return Equals(_unknownFields, other._unknownFields); | |
| } | |
| [] | |
| public override int GetHashCode() { | |
| int hash = 1; | |
| if (rlOutput_ != null) hash ^= RlOutput.GetHashCode(); | |
| if (rlInitializationOutput_ != null) hash ^= RlInitializationOutput.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 (rlOutput_ != null) { | |
| output.WriteRawTag(10); | |
| output.WriteMessage(RlOutput); | |
| } | |
| if (rlInitializationOutput_ != null) { | |
| output.WriteRawTag(18); | |
| output.WriteMessage(RlInitializationOutput); | |
| } | |
| if (_unknownFields != null) { | |
| _unknownFields.WriteTo(output); | |
| } | |
| } | |
| [] | |
| public int CalculateSize() { | |
| int size = 0; | |
| if (rlOutput_ != null) { | |
| size += 1 + pb::CodedOutputStream.ComputeMessageSize(RlOutput); | |
| } | |
| if (rlInitializationOutput_ != null) { | |
| size += 1 + pb::CodedOutputStream.ComputeMessageSize(RlInitializationOutput); | |
| } | |
| if (_unknownFields != null) { | |
| size += _unknownFields.CalculateSize(); | |
| } | |
| return size; | |
| } | |
| [] | |
| public void MergeFrom(UnityOutputProto other) { | |
| if (other == null) { | |
| return; | |
| } | |
| if (other.rlOutput_ != null) { | |
| if (rlOutput_ == null) { | |
| rlOutput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityRLOutputProto(); | |
| } | |
| RlOutput.MergeFrom(other.RlOutput); | |
| } | |
| if (other.rlInitializationOutput_ != null) { | |
| if (rlInitializationOutput_ == null) { | |
| rlInitializationOutput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityRLInitializationOutputProto(); | |
| } | |
| RlInitializationOutput.MergeFrom(other.RlInitializationOutput); | |
| } | |
| _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 (rlOutput_ == null) { | |
| rlOutput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityRLOutputProto(); | |
| } | |
| input.ReadMessage(rlOutput_); | |
| break; | |
| } | |
| case 18: { | |
| if (rlInitializationOutput_ == null) { | |
| rlInitializationOutput_ = new global::Unity.MLAgents.CommunicatorObjects.UnityRLInitializationOutputProto(); | |
| } | |
| input.ReadMessage(rlInitializationOutput_); | |
| break; | |
| } | |
| } | |
| } | |
| } | |
| } | |
| } | |