using System.Collections.Generic;
using Unity.MLAgents.Actuators;
namespace Unity.MLAgents
{
///
/// The DiscreteActionMasker class represents a set of masked (disallowed) actions and
/// provides utilities for setting and retrieving them.
///
///
/// Agents that take discrete actions can explicitly indicate that specific actions
/// are not allowed at a point in time. This enables the agent to indicate that some actions
/// may be illegal. For example, if an agent is adjacent to a wall or other obstacle
/// you could mask any actions that direct the agent to move into the blocked space.
///
public class DiscreteActionMasker : IDiscreteActionMask
{
IDiscreteActionMask m_Delegate;
internal DiscreteActionMasker(IDiscreteActionMask actionMask)
{
m_Delegate = actionMask;
}
///
/// Modifies an action mask for discrete control agents.
///
///
/// When used, the agent will not be able to perform the actions passed as argument
/// at the next decision for the specified action branch. The actionIndices correspond
/// to the action options the agent will be unable to perform.
///
/// See [Agents - Actions] for more information on masking actions.
///
/// [Agents - Actions]: https://github.com/Unity-Technologies/ml-agents/blob/release_12_docs/docs/Learning-Environment-Design-Agents.md#actions
///
/// The branch for which the actions will be masked.
/// The indices of the masked actions.
public void SetMask(int branch, IEnumerable actionIndices)
{
m_Delegate.WriteMask(branch, actionIndices);
}
///
public void WriteMask(int branch, IEnumerable actionIndices)
{
m_Delegate.WriteMask(branch, actionIndices);
}
///
public bool[] GetMask()
{
return m_Delegate.GetMask();
}
///
public void ResetMask()
{
m_Delegate.ResetMask();
}
}
}