RLConfig Parameters

アルゴリズム内で共通に使われる特殊なパラメータとなります。

• Memory
  • SequenceMemory
    • SequenceMemory
  • ExperienceReplayBuffer
    • RLConfigComponentExperienceReplayBuffer
      • RLConfigComponentExperienceReplayBuffer.batch_size
      • RLConfigComponentExperienceReplayBuffer.memory_capacity
      • RLConfigComponentExperienceReplayBuffer.memory_warmup_size
      • RLConfigComponentExperienceReplayBuffer.memory_compress
      • RLConfigComponentExperienceReplayBuffer.memory_compress_level
  • PriorityExperienceReplay
    • RLConfigComponentPriorityExperienceReplay
      • RLConfigComponentPriorityExperienceReplay.batch_size
      • RLConfigComponentPriorityExperienceReplay.memory_capacity
      • RLConfigComponentPriorityExperienceReplay.memory_warmup_size
      • RLConfigComponentPriorityExperienceReplay.memory_compress
      • RLConfigComponentPriorityExperienceReplay.memory_compress_level
    • ReplayMemory
      • ReplayMemory.dtype
    • ProportionalMemory
      • ProportionalMemory.alpha
      • ProportionalMemory.beta_initial
      • ProportionalMemory.beta_steps
      • ProportionalMemory.has_duplicate
      • ProportionalMemory.epsilon
      • ProportionalMemory.dtype
    • RankBaseMemory
      • RankBaseMemory.alpha
      • RankBaseMemory.beta_initial
      • RankBaseMemory.beta_steps
      • RankBaseMemory.dtype
    • RankBaseMemoryLinear
      • RankBaseMemoryLinear.dtype
• RLConfigComponentFramework
  • RLConfigComponentFramework
    • RLConfigComponentFramework.set_tensorflow()
    • RLConfigComponentFramework.set_torch()
    • RLConfigComponentFramework.set_auto()
• RLConfigComponentInput
  • RLConfigComponentInput
    • RLConfigComponentInput.input_value_block
    • RLConfigComponentInput.input_image_block
• InputImageBlock
  • InputImageBlockConfig
    • InputImageBlockConfig.set_dqn_block()
    • InputImageBlockConfig.set_r2d3_block()
    • InputImageBlockConfig.set_alphazero_block()
    • InputImageBlockConfig.set_muzero_atari_block()
• MLPBlock
  • MLPBlockConfig
    • MLPBlockConfig.set()
• DuelingNetwork
  • DuelingNetworkConfig
    • DuelingNetworkConfig.set()
    • DuelingNetworkConfig.set_dueling_network()
• Scheduler
  • SchedulerConfig
    • SchedulerConfig.clear()
    • SchedulerConfig.set()
    • SchedulerConfig.set_rate()
    • SchedulerConfig.set_constant()
    • SchedulerConfig.add_constant()
    • SchedulerConfig.set_linear()
    • SchedulerConfig.add_linear()
    • SchedulerConfig.set_cosine()
    • SchedulerConfig.add_cosine()
    • SchedulerConfig.set_cosine_with_hard_restarts()
    • SchedulerConfig.add_cosine_with_hard_restarts()
    • SchedulerConfig.set_polynomial()
    • SchedulerConfig.add_polynomial()