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
| using System; | |
| using System.Text; | |
| using System.Security.Cryptography; | |
| using UnityEngine; | |
| namespace Unity.MLAgents.Analytics | |
| { | |
| internal static class AnalyticsUtils | |
| { | |
| /// <summary> | |
| /// Conversion function from byte array to hex string | |
| /// </summary> | |
| /// <param name="array"></param> | |
| /// <returns>A byte array to be hex encoded.</returns> | |
| private static string ToHexString(byte[] array) | |
| { | |
| StringBuilder hex = new StringBuilder(array.Length * 2); | |
| foreach (byte b in array) | |
| { | |
| hex.AppendFormat("{0:x2}", b); | |
| } | |
| return hex.ToString(); | |
| } | |
| /// <summary> | |
| /// Hash a string to remove PII or secret info before sending to analytics | |
| /// </summary> | |
| /// <param name="key"></param> | |
| /// <returns>A string containing the key to be used for HMAC encoding.</returns> | |
| /// <param name="value"></param> | |
| /// <returns>A string containing the value to be encoded.</returns> | |
| public static string Hash(string key, string value) | |
| { | |
| string hash; | |
| UTF8Encoding encoder = new UTF8Encoding(); | |
| using (HMACSHA256 hmac = new HMACSHA256(encoder.GetBytes(key))) | |
| { | |
| Byte[] hmBytes = hmac.ComputeHash(encoder.GetBytes(value)); | |
| hash = ToHexString(hmBytes); | |
| } | |
| return hash; | |
| } | |
| internal static bool s_SendEditorAnalytics = true; | |
| /// <summary> | |
| /// Helper class to temporarily disable sending analytics from unit tests. | |
| /// </summary> | |
| internal class DisableAnalyticsSending : IDisposable | |
| { | |
| private bool m_PreviousSendEditorAnalytics; | |
| public DisableAnalyticsSending() | |
| { | |
| m_PreviousSendEditorAnalytics = s_SendEditorAnalytics; | |
| s_SendEditorAnalytics = false; | |
| } | |
| public void Dispose() | |
| { | |
| s_SendEditorAnalytics = m_PreviousSendEditorAnalytics; | |
| } | |
| } | |
| } | |
| } | |