gym_csle_apt_game package

Subpackages

• gym_csle_apt_game.constants package
  • Submodules
  • gym_csle_apt_game.constants.constants module
    • ENV_METRICS
      • ENV_METRICS.ATTACKER_ACTION
      • ENV_METRICS.AVERAGE_UPPER_BOUND_RETURN
      • ENV_METRICS.DEFENDER_ACTION
      • ENV_METRICS.OBSERVATION
      • ENV_METRICS.RETURN
      • ENV_METRICS.STATE
      • ENV_METRICS.STOP
      • ENV_METRICS.TIME_HORIZON
      • ENV_METRICS.TIME_STEP
    • STATIC_ATTACKER_STRATEGIES
      • STATIC_ATTACKER_STRATEGIES.RANDOM
    • STATIC_DEFENDER_STRATEGIES
      • STATIC_DEFENDER_STRATEGIES.RANDOM
  • Module contents
• gym_csle_apt_game.dao package
  • Submodules
  • gym_csle_apt_game.dao.apt_game_attacker_mdp_config module
    • AptGameAttackerMdpConfig
      • AptGameAttackerMdpConfig.from_dict()
      • AptGameAttackerMdpConfig.from_json_file()
      • AptGameAttackerMdpConfig.to_dict()
  • gym_csle_apt_game.dao.apt_game_config module
    • AptGameConfig
      • AptGameConfig.attacker_action_space()
      • AptGameConfig.attacker_observation_space()
      • AptGameConfig.defender_action_space()
      • AptGameConfig.defender_observation_space()
      • AptGameConfig.from_dict()
      • AptGameConfig.from_json_file()
      • AptGameConfig.to_dict()
  • gym_csle_apt_game.dao.apt_game_defender_pomdp_config module
    • AptGameDefenderPomdpConfig
      • AptGameDefenderPomdpConfig.from_dict()
      • AptGameDefenderPomdpConfig.from_json_file()
      • AptGameDefenderPomdpConfig.to_dict()
  • gym_csle_apt_game.dao.apt_game_state module
    • AptGameState
      • AptGameState.attacker_observation()
      • AptGameState.defender_observation()
      • AptGameState.from_dict()
      • AptGameState.from_json_file()
      • AptGameState.reset()
      • AptGameState.to_dict()
  • Module contents
• gym_csle_apt_game.envs package
  • Submodules
  • gym_csle_apt_game.envs.apt_game_env module
    • AptGameEnv
      • AptGameEnv.get_traces()
      • AptGameEnv.is_attack_action_legal()
      • AptGameEnv.is_defense_action_legal()
      • AptGameEnv.manual_play()
      • AptGameEnv.mean()
      • AptGameEnv.render()
      • AptGameEnv.reset()
      • AptGameEnv.reset_traces()
      • AptGameEnv.set_model()
      • AptGameEnv.set_state()
      • AptGameEnv.step()
  • gym_csle_apt_game.envs.apt_game_mdp_attacker_env module
    • AptGameMdpAttackerEnv
      • AptGameMdpAttackerEnv.calculate_stage_policy()
      • AptGameMdpAttackerEnv.get_traces()
      • AptGameMdpAttackerEnv.is_attack_action_legal()
      • AptGameMdpAttackerEnv.is_defense_action_legal()
      • AptGameMdpAttackerEnv.manual_play()
      • AptGameMdpAttackerEnv.render()
      • AptGameMdpAttackerEnv.reset()
      • AptGameMdpAttackerEnv.reset_traces()
      • AptGameMdpAttackerEnv.set_model()
      • AptGameMdpAttackerEnv.set_state()
      • AptGameMdpAttackerEnv.step()
  • gym_csle_apt_game.envs.apt_game_pomdp_defender_env module
    • AptGamePomdpDefenderEnv
      • AptGamePomdpDefenderEnv.get_traces()
      • AptGamePomdpDefenderEnv.is_attack_action_legal()
      • AptGamePomdpDefenderEnv.is_defense_action_legal()
      • AptGamePomdpDefenderEnv.manual_play()
      • AptGamePomdpDefenderEnv.render()
      • AptGamePomdpDefenderEnv.reset()
      • AptGamePomdpDefenderEnv.reset_traces()
      • AptGamePomdpDefenderEnv.set_model()
      • AptGamePomdpDefenderEnv.set_state()
      • AptGamePomdpDefenderEnv.step()
  • Module contents
• gym_csle_apt_game.util package
  • Submodules
  • gym_csle_apt_game.util.apt_game_util module
    • AptGameUtil
      • AptGameUtil.attacker_actions()
      • AptGameUtil.b1()
      • AptGameUtil.bayes_filter()
      • AptGameUtil.cost_function()
      • AptGameUtil.cost_tensor()
      • AptGameUtil.defender_actions()
      • AptGameUtil.expected_cost()
      • AptGameUtil.generate_os_posg_game_file()
      • AptGameUtil.generate_rewards()
      • AptGameUtil.generate_transitions()
      • AptGameUtil.next_belief()
      • AptGameUtil.observation_space()
      • AptGameUtil.observation_tensor()
      • AptGameUtil.sample_attacker_action()
      • AptGameUtil.sample_defender_action()
      • AptGameUtil.sample_initial_state()
      • AptGameUtil.sample_next_observation()
      • AptGameUtil.sample_next_state()
      • AptGameUtil.state_space()
      • AptGameUtil.transition_function()
      • AptGameUtil.transition_tensor()
  • gym_csle_apt_game.util.rollout_util module
    • RolloutUtil
      • RolloutUtil.eval_attacker_base()
      • RolloutUtil.eval_attacker_base_parallel()
      • RolloutUtil.eval_defender_base()
      • RolloutUtil.eval_defender_base_parallel()
      • RolloutUtil.exact_defender_rollout()
      • RolloutUtil.monte_carlo_attacker_rollout()
      • RolloutUtil.monte_carlo_defender_rollout()
  • Module contents

Module contents

Register OpenAI Envs