├── .gitignore ├── .idea ├── .gitignore ├── deployment.xml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── misc.xml ├── modules.xml ├── pysc2-master.iml └── vcs.xml ├── .pre-commit-config.yaml ├── CONTRIBUTING.md ├── LICENSE ├── PySC2.egg-info ├── PKG-INFO ├── SOURCES.txt ├── dependency_links.txt ├── entry_points.txt ├── requires.txt └── top_level.txt ├── README.md ├── READMECN.md ├── READMEEN.md ├── WORKSPACE ├── bazel ├── BUILD ├── BUILD.dm_env ├── BUILD.dm_env_rpc ├── BUILD.s2protocol ├── create_external_repos.bzl ├── protobuf.patch ├── requirements.txt ├── s2clientprotocol.patch └── setup_external_repos.bzl ├── docs ├── bazel.md ├── converters.md ├── environment.md ├── maps.md └── mini_games.md ├── pysc2 ├── BUILD ├── __init__.py ├── agents │ ├── BUILD │ ├── __init__.py │ ├── base_agent.py │ ├── no_op_agent.py │ ├── random_agent.py │ └── scripted_agent.py ├── bin │ ├── BUILD │ ├── __init__.py │ ├── agent.py │ ├── agent_remote.py │ ├── battle_net_maps.py │ ├── benchmark_observe.py │ ├── benchmark_replay.py │ ├── check_apm.py │ ├── compare_binaries.py │ ├── gen_actions.py │ ├── gen_data.py │ ├── gen_versions.py │ ├── map_list.py │ ├── mem_leak_check.py │ ├── play.py │ ├── play_vs_agent.py │ ├── reencode_replays.py │ ├── replay_actions.py │ ├── replay_info.py │ ├── replay_version.py │ ├── run_tests.py │ ├── update_battle_net_cache.py │ └── valid_actions.py ├── build_defs.bzl ├── env │ ├── BUILD │ ├── __init__.py │ ├── available_actions_printer.py │ ├── base_env_wrapper.py │ ├── converted_env.py │ ├── converted_env_test.py │ ├── converter │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── cc │ │ │ ├── BUILD │ │ │ ├── __init__.py │ │ │ ├── castops.h │ │ │ ├── check_protos_equal.h │ │ │ ├── convert_obs.cc │ │ │ ├── convert_obs.h │ │ │ ├── convert_obs_test.cc │ │ │ ├── converter.cc │ │ │ ├── converter.h │ │ │ ├── converter_test.cc │ │ │ ├── encode_image_data.h │ │ │ ├── features.cc │ │ │ ├── features.h │ │ │ ├── file_util.cc │ │ │ ├── file_util.h │ │ │ ├── game_data │ │ │ │ ├── BUILD │ │ │ │ ├── __init__.py │ │ │ │ ├── proto │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── buffs.proto │ │ │ │ │ ├── units.proto │ │ │ │ │ └── upgrades.proto │ │ │ │ ├── python │ │ │ │ │ ├── BUILD │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── uint8_lookup.cc │ │ │ │ │ └── uint8_lookup_test.py │ │ │ │ ├── raw_actions.cc │ │ │ │ ├── raw_actions.h │ │ │ │ ├── uint8_lookup.cc │ │ │ │ ├── uint8_lookup.h │ │ │ │ ├── visual_actions.cc │ │ │ │ └── visual_actions.h │ │ │ ├── general_order_ids.cc │ │ │ ├── general_order_ids.h │ │ │ ├── map_util.cc │ │ │ ├── map_util.h │ │ │ ├── python │ │ │ │ ├── BUILD │ │ │ │ ├── __init__.py │ │ │ │ └── converter.cc │ │ │ ├── raw_actions_encoder.cc │ │ │ ├── raw_actions_encoder.h │ │ │ ├── raw_actions_encoder_test.cc │ │ │ ├── raw_camera.cc │ │ │ ├── raw_camera.h │ │ │ ├── raw_converter.cc │ │ │ ├── raw_converter.h │ │ │ ├── tensor_util.cc │ │ │ ├── tensor_util.h │ │ │ ├── test_data │ │ │ │ ├── BUILD │ │ │ │ ├── __init__.py │ │ │ │ ├── actions │ │ │ │ │ ├── feature_camera_move.pbtxt │ │ │ │ │ ├── feature_unit_command.pbtxt │ │ │ │ │ ├── feature_unit_selection_point.pbtxt │ │ │ │ │ ├── ui_control_group_append.pbtxt │ │ │ │ │ └── ui_control_group_recall.pbtxt │ │ │ │ ├── obs_data1.pbtxt │ │ │ │ └── recordings │ │ │ │ │ └── tvt_trunk.pb │ │ │ ├── unit_lookups.cc │ │ │ ├── unit_lookups.h │ │ │ ├── unit_lookups_test.cc │ │ │ ├── visual_actions.cc │ │ │ ├── visual_actions.h │ │ │ ├── visual_actions_test.cc │ │ │ ├── visual_converter.cc │ │ │ ├── visual_converter.h │ │ │ └── visual_converter_test.cc │ │ ├── converter.py │ │ ├── converter_test.py │ │ ├── derive_interface_options.py │ │ └── proto │ │ │ ├── BUILD │ │ │ ├── __init__.py │ │ │ └── converter.proto │ ├── enums.py │ ├── environment.py │ ├── host_remote_agent.py │ ├── lan_sc2_env.py │ ├── mock_sc2_env.py │ ├── mock_sc2_env_comparison_test.py │ ├── mock_sc2_env_test.py │ ├── remote_sc2_env.py │ ├── run_loop.py │ ├── sc2_env.py │ └── sc2_env_test.py ├── lib │ ├── BUILD │ ├── __init__.py │ ├── actions.py │ ├── buffs.py │ ├── colors.py │ ├── features.py │ ├── features_test.py │ ├── gfile.py │ ├── image_differencer.py │ ├── image_differencer_test.py │ ├── memoize.py │ ├── metrics.py │ ├── named_array.py │ ├── named_array_test.py │ ├── np_util.py │ ├── np_util_test.py │ ├── point.py │ ├── point_flag.py │ ├── point_test.py │ ├── portspicker.py │ ├── portspicker_test.py │ ├── proto_diff.py │ ├── proto_diff_test.py │ ├── protocol.py │ ├── remote_controller.py │ ├── renderer_ascii.py │ ├── renderer_human.py │ ├── renderer_human_test.py │ ├── replay.py │ ├── replay │ │ ├── BUILD │ │ ├── __init__.py │ │ ├── replay_converter.py │ │ ├── replay_observation_stream.py │ │ ├── sc2_replay.py │ │ ├── sc2_replay_test.py │ │ ├── sc2_replay_utils.py │ │ ├── sc2_replay_utils_test.py │ │ └── test_data │ │ │ ├── replay_01.SC2Replay │ │ │ ├── replay_01.skips.txt │ │ │ ├── replay_02.SC2Replay │ │ │ ├── replay_02.skips.txt │ │ │ ├── replay_03.SC2Replay │ │ │ ├── replay_03.skips.txt │ │ │ ├── replay_04.SC2Replay │ │ │ ├── replay_04.skips.txt │ │ │ ├── replay_05.SC2Replay │ │ │ ├── replay_05.skips.txt │ │ │ ├── replay_06.SC2Replay │ │ │ ├── replay_06.skips.txt │ │ │ ├── replay_07.SC2Replay │ │ │ ├── replay_07.skips.txt │ │ │ ├── replay_08.SC2Replay │ │ │ ├── replay_08.skips.txt │ │ │ ├── replay_09.SC2Replay │ │ │ └── replay_09.skips.txt │ ├── resources.py │ ├── run_parallel.py │ ├── run_parallel_test.py │ ├── sc_process.py │ ├── static_data.py │ ├── stopwatch.py │ ├── stopwatch_test.py │ ├── transform.py │ ├── units.py │ ├── upgrades.py │ └── video_writer.py ├── maps │ ├── BUILD │ ├── VLM_ATTENTION │ │ ├── 2bc1prism_vs_8m_vlm_attention.SC2Map │ │ ├── 2c_vs_64zg_vlm_attention.SC2Map │ │ ├── 2m_vs_1z_vlm_attention.SC2Map │ │ ├── 2s3z_vlm_attention.SC2Map │ │ ├── 2s_vs_1sc_vlm_attention.SC2Map │ │ ├── 3m_vlm_attention.SC2Map │ │ ├── 3s_vs_3z_vlm_attention.SC2Map │ │ ├── 6reaper_vs8zealot_vlm_attention.SC2Map │ │ ├── 8marine_1medvac_vs_2tank.SC2Map │ │ ├── 8marine_2tank_vs_zerglings_banelings_vlm_attention.SC2Map │ │ ├── MMM_vlm_attention_two_players.SC2Map │ │ ├── ability_7stalker_vs_11marine_1medivac_1tank_map_2_players.SC2Map │ │ ├── ability_8stalker_vs_8marine_3marauder_1medivac_tank_map.SC2Map │ │ ├── ability_8stalker_vs_8marine_3marauder_1medivac_tank_map_2_players.SC2Map │ │ ├── ability_map_8marine_3marauder_1medivac_1tank.SC2Map │ │ ├── ability_map_8marine_3marauder_1medivac_1tank_2_players.SC2Map │ │ ├── ability_map_8marine_3marauder_1medivac_1tank_vs_5stalker_2colossis.SC2Map │ │ ├── ability_test_map.SC2Map │ │ ├── print_map.SC2Map │ │ ├── vlm_attention_1.SC2Map │ │ ├── vlm_attention_1_two_players.SC2Map │ │ └── vlm_attention_2_terran_vs_terran_two_players.SC2Map │ ├── __init__.py │ ├── ladder.py │ ├── lib.py │ ├── melee.py │ ├── mini_games.py │ ├── mini_games │ │ ├── 1c3s5z.SC2Map │ │ ├── BuildMarines.SC2Map │ │ ├── CollectMineralShards.SC2Map │ │ ├── CollectMineralsAndGas.SC2Map │ │ ├── DefeatRoaches.SC2Map │ │ ├── DefeatZerglingsAndBanelings.SC2Map │ │ ├── FindAndDefeatZerglings.SC2Map │ │ └── MoveToBeacon.SC2Map │ ├── readme.md │ ├── test111.py │ └── vlm_attention.py ├── run_configs │ ├── BUILD │ ├── __init__.py │ ├── lib.py │ └── platforms.py └── tests │ ├── BUILD │ ├── __init__.py │ ├── actions_test.py │ ├── debug_test.py │ ├── dummy_observation.py │ ├── dummy_observation_test.py │ ├── easy_scripted_test.py │ ├── general_actions_test.py │ ├── host_remote_agent_test.py │ ├── multi_player_env_test.py │ ├── multi_player_test.py │ ├── obs_spec_test.py │ ├── obs_test.py │ ├── observer_test.py │ ├── ping_test.py │ ├── protocol_error_test.py │ ├── random_agent_test.py │ ├── render_test.py │ ├── replay_obs_test.py │ ├── step_mul_override_test.py │ ├── utils.py │ └── versions_test.py ├── set_env.bat ├── set_env.sh ├── setup.py ├── setup_vlm.py └── vlm_attention ├── .idea ├── .gitignore ├── deployment.xml ├── inspectionProfiles │ ├── Project_Default.xml │ └── profiles_settings.xml ├── modules.xml └── vlm_attention.iml ├── __init__.py ├── config ├── __init__.py └── config.py ├── env ├── __init__.py ├── config.json ├── config.py ├── env_bot.py ├── env_bot_with_ability.py ├── env_core.py ├── env_core_with_ability.py ├── labeld_unit_positions.json ├── multiprocess_test │ ├── __init__.py │ ├── ability_check.py │ ├── ability_detector.py │ ├── ability_usage.py │ ├── compare_frame0.py │ ├── compare_tag_mapping.py │ ├── test_move.py │ ├── test_rgb.py │ ├── test_rgb_two_players.py │ ├── test_save_replays_dense_reward.py │ ├── test_save_replays_sparse_reward.py │ ├── test_tag.py │ └── verify.py ├── two_players_env_core.py └── two_players_with_ability_env_core.py ├── img.png ├── img_1.png ├── img_2.png ├── knowledge_data ├── __init__.py ├── database │ ├── __init__.py │ ├── chatbot.log │ ├── generate_config_yaml.py │ ├── sc2_unit_data_index.yaml │ ├── sc2_unit_database.py │ └── test_llm_use_database.py ├── firecrawl_test │ ├── __init__.py │ ├── analysis_test.py │ ├── clean_sc2_unit_info_file.py.py │ ├── clean_test_single.py │ ├── firecrawl_test.py │ ├── process_single_unit_test.py │ ├── sc2_unit_info │ │ ├── Protoss_Adept.json │ │ ├── Protoss_Archon.json │ │ ├── Protoss_Colossus.json │ │ ├── Protoss_Disruptor.json │ │ ├── Protoss_High Templar.json │ │ ├── Protoss_Immortal.json │ │ ├── Protoss_Observer.json │ │ ├── Protoss_Oracle.json │ │ ├── Protoss_Phoenix.json │ │ ├── Protoss_Stalker.json │ │ ├── Protoss_Zealot.json │ │ ├── Terran_Banshee.json │ │ ├── Terran_Ghost.json │ │ ├── Terran_Hellbat.json │ │ ├── Terran_Marauder.json │ │ ├── Terran_Marine.json │ │ ├── Terran_Medivac.json │ │ ├── Terran_Reaper.json │ │ ├── Terran_Viking Assault.json │ │ ├── Terran_Viking Fighter.json │ │ ├── Zerg_Baneling.json │ │ ├── Zerg_Roach.json │ │ └── Zerg_Zergling.json │ ├── sc2_unit_info_processed │ │ ├── Protoss_Archon.json │ │ ├── Protoss_Colossus.json │ │ ├── Protoss_Disruptor.json │ │ ├── Protoss_High Templar.json │ │ ├── Protoss_Immortal.json │ │ ├── Protoss_Observer.json │ │ ├── Protoss_Oracle.json │ │ ├── Protoss_Phoenix.json │ │ ├── Protoss_Stalker.json │ │ ├── Protoss_Zealot.json │ │ ├── Terran_Banshee.json │ │ ├── Terran_Ghost.json │ │ ├── Terran_Hellbat.json │ │ ├── Terran_Marauder.json │ │ ├── Terran_Marine.json │ │ ├── Terran_Medivac.json │ │ ├── Terran_Reaper.json │ │ ├── Terran_Viking Assault.json │ │ ├── Terran_Viking Fighter.json │ │ ├── Zerg_Baneling.json │ │ ├── Zerg_Roach.json │ │ └── Zerg_Zergling.json │ ├── scrap_sc2_knowledge.py │ └── scraping_errors.log ├── knowledge_data.py ├── test_111.py └── url.py ├── liquid_api ├── __init__.py ├── liquipedia_usage.md ├── liquipedia_usage_en.md ├── scraper_liquipedia_test.py ├── test_for_liquipedia_dota2.py └── test_for_liquipedia_sc2.py ├── requirements.txt ├── run_env ├── __init__.py ├── agent │ ├── RandomAgent.py │ ├── __init__.py │ ├── agent_ability_utils.py │ ├── agent_move_utils.py │ ├── agent_utils.py │ ├── role_assignment.py │ ├── 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