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MARP 0.1 documentation
MARP 0.1 documentation

User guide

  • Quick Start
  • Basic Usage

Formulations

  • Reinforcement Learning
  • Search
  • Opponent Modelling

Benchmarks

  • MAPF
  • MAPD
  • Warehouse

API

  • marp.ma_env
  • marp.mapf
  • marp.mapd
  • marp.warehouse
  • marp.rl
  • marp.search
  • marp.animator
  • marp.utils
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marp.rlΒΆ

Functions

MultiAgentIndividualLearningWrapper(ma_env)

Qlearning(env[, num_it, epsilon, alpha, gamma])

Tabular Q learning

individualQlearning(env[, num_it, epsilon, ...])

Tabular Q learning for multiple individual learners

Classes

MultiAgentJointLearningWrapper(ma_env)

Formulate a multi-agent joint learning problem

SingleAgentLearningWrapper(ma_env, agent)

Formulate a single agent learning problem

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