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mad-bot
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cortex

Reinforcement Learning
PyTorch
cortex
behavior-cloning
imitation-learning
game-playing
quake
dinov3
Model card Files
xet
 Community
cortex
File size: 2,312 Bytes
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{
 "model_type": "cortex",
 "schema_version": 3,
 "step": 30000,
 "args": {
  "game": "quake",
  "steps": 32320,
  "epochs": 1,
  "batch_size": 16,
  "seq_len": 4,
  "windows_per_chunk": 4,
  "ego_k": 16,
  "ego_horizon": 50,
  "ego_log_spaced": false,
  "no_ego": true,
  "ego_pos_scale": 5.0,
  "d_model": 384,
  "n_layers": 6,
  "n_heads": 6,
  "lr": 0.0003,
  "mouse_scale": 1.0,
  "num_workers": 8,
  "val_workers": 4,
  "shard_buffer_size": 32,
  "seed": 0,
  "ckpt_every": 2500,
  "log_every": 50,
  "val_frac": 0.05,
  "val_every": 2500,
  "val_batches": 20,
  "motion_weight": false,
  "mouse_loss_weight": 2.0,
  "held_transition_weight": 0.0,
  "tap_events": false,
  "tap_loss_weight": 1.0,
  "tap_positive_weight_cap": 100.0,
  "mouse_loss_beta": 0.1,
  "mouse_mode": "regress",
  "mouse_n_bins": 9,
  "chunk_codes": 64,
  "vision_tokens": "patches",
  "target_advance_ms": 100,
  "yaw_aux_weight": 0.0,
  "future_yaw_weight": 0.0,
  "future_yaw_horizon": 10,
  "motion_input": false,
  "action_context": false,
  "action_persistence_skip": false,
  "init_checkpoint": null,
  "patch_grid": [
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  ],
  "data_horizon": 1,
  "require_future_pose": false
 },
 "action_schema": {
  "game": "quake",
  "keys": [
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   "a",
   "s",
   "d",
   "space"
  ],
  "mouse_dx": true,
  "mouse_dy": true,
  "mouse_buttons": [
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  ],
  "held_names": [
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   "a",
   "s",
   "d",
   "Up",
   "Down",
   "Left",
   "Right",
   "space",
   "Shift_L",
   "Control_L",
   "Alt_L",
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   "Escape",
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   "8",
   "9",
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   "Delete",
   "F12",
   "mouse_1",
   "mouse_2",
   "mouse_3"
  ],
  "active_held": [
   true,
   true,
   true,
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  ],
  "previous_held_context": false,
  "previous_held_skip": false,
  "transient_taps": false,
  "training_alignment": {
   "source_stride": 2,
   "source_fps": 20,
   "observation_to_action_offset": 1
  }
 }
}