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Commit
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README.md ADDED
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+
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+ ---
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+ tags:
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+ - unity-ml-agents
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+ - ml-agents
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+ - deep-reinforcement-learning
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+ - reinforcement-learning
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+ - ML-Agents-SoccerTwos
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+ library_name: ml-agents
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+ ---
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+
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+ # **poca** Agent playing **SoccerTwos**
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+ This is a trained model of a **poca** agent playing **SoccerTwos** using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
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+
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+ ## Usage (with ML-Agents)
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+ The Documentation: https://github.com/huggingface/ml-agents#get-started
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+ We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
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+
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+
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+ ### Resume the training
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+ ```
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+ mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
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+ ```
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+ ### Watch your Agent play
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+ You can watch your agent **playing directly in your browser:**.
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+
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+ 1. Go to https://huggingface.co/spaces/unity/ML-Agents-SoccerTwos
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+ 2. Step 1: Write your model_id: thiagoms7/poca-SoccerTwos2
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+ 3. Step 2: Select your *.nn /*.onnx file
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+ 4. Click on Watch the agent play 👀
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+
SoccerTwos/SoccerTwos-499476.onnx ADDED
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+ size 1764626
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config.json ADDED
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+ {"behaviors": {"SoccerTwos": {"trainer_type": "poca", "hyperparameters": {"batch_size": 2048, "buffer_size": 20480, "learning_rate": 0.0003, "beta": 0.005, "epsilon": 0.2, "lambd": 0.95, "num_epoch": 3, "learning_rate_schedule": "constant"}, "network_settings": {"normalize": false, "hidden_units": 512, "num_layers": 2, "vis_encode_type": "simple"}, "reward_signals": {"extrinsic": {"gamma": 0.99, "strength": 1.0}}, "keep_checkpoints": 5, "max_steps": 50000000, "time_horizon": 1000, "summary_freq": 10000, "self_play": {"save_steps": 50000, "team_change": 200000, "swap_steps": 2000, "window": 10, "play_against_latest_model_ratio": 0.5, "initial_elo": 1200.0}}}}
configuration.yaml ADDED
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+ behaviors:
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+ SoccerTwos:
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+ trainer_type: poca
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+ hyperparameters:
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+ batch_size: 2048
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+ buffer_size: 20480
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+ learning_rate: 0.0003
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+ beta: 0.005
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+ epsilon: 0.2
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+ lambd: 0.95
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+ num_epoch: 3
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+ learning_rate_schedule: constant
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+ network_settings:
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+ normalize: false
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+ hidden_units: 512
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+ num_layers: 2
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+ vis_encode_type: simple
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+ reward_signals:
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+ extrinsic:
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+ gamma: 0.99
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+ strength: 1.0
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+ keep_checkpoints: 5
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+ max_steps: 50000000
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+ time_horizon: 1000
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+ summary_freq: 10000
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+ self_play:
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+ save_steps: 50000
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+ team_change: 200000
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+ swap_steps: 2000
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+ window: 10
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+ play_against_latest_model_ratio: 0.5
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+ initial_elo: 1200.0
run_logs/Player-0.log ADDED
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+ Mono path[0] = 'c:/Users/thiag/anaconda3/envs/unit7/Scripts/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/Managed'
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+ Mono config path = 'c:/Users/thiag/anaconda3/envs/unit7/Scripts/ml-agents/training-envs-executables/SoccerTwos/MonoBleedingEdge/etc'
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+ Initialize engine version: 2021.3.14f1 (eee1884e7226)
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+ [Subsystems] Discovering subsystems at path c:/Users/thiag/anaconda3/envs/unit7/Scripts/ml-agents/training-envs-executables/SoccerTwos/SoccerTwos_Data/UnitySubsystems
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+ Forcing GfxDevice: Null
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+ GfxDevice: creating device client; threaded=0; jobified=0
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+ NullGfxDevice:
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+ Version: NULL 1.0 [1.0]
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+ Renderer: Null Device
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+ Vendor: Unity Technologies
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+ Begin MonoManager ReloadAssembly
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+ - Completed reload, in 10.014 seconds
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+ ERROR: Shader Sprites/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ Microsoft Media Foundation video decoding to texture disabled: graphics device is Null, only Direct3D 11 and Direct3D 12 (only on desktop) are supported for hardware-accelerated video decoding.
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+ ERROR: Shader Sprites/Mask shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ ERROR: Shader Legacy Shaders/VertexLit shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ ERROR: Shader Standard (Specular setup) shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Standard (Specular setup)' - All subshaders removed
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ ERROR: Shader Autodesk Interactive shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Autodesk Interactive' - All subshaders removed
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ ERROR: Shader Standard shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ WARNING: Shader Unsupported: 'Standard' - All subshaders removed
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+ WARNING: Shader Did you use #pragma only_renderers and omit this platform?
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+ WARNING: Shader If subshaders removal was intentional, you may have forgotten turning Fallback off?
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+ UnloadTime: 0.667100 ms
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+ Registered Communicator in Agent.
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+ ERROR: Shader UI/Default shader is not supported on this GPU (none of subshaders/fallbacks are suitable)
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+ TOO LONG
540
+ TOO LONG
541
+ TOO LONG
542
+ TOO LONG
543
+ TOO LONG
544
+ TOO LONG
545
+ TOO LONG
546
+ TOO LONG
547
+ TOO LONG
548
+ TOO LONG
549
+ TOO LONG
550
+ TOO LONG
551
+ TOO LONG
552
+ TOO LONG
553
+ TOO LONG
554
+ TOO LONG
555
+ TOO LONG
556
+ TOO LONG
557
+ TOO LONG
558
+ TOO LONG
559
+ TOO LONG
560
+ TOO LONG
561
+ TOO LONG
562
+ TOO LONG
563
+ TOO LONG
564
+ TOO LONG
565
+ TOO LONG
566
+ TOO LONG
567
+ TOO LONG
568
+ TOO LONG
569
+ TOO LONG
570
+ TOO LONG
571
+ TOO LONG
572
+ TOO LONG
573
+ TOO LONG
574
+ TOO LONG
575
+ TOO LONG
576
+ TOO LONG
577
+ TOO LONG
578
+ TOO LONG
579
+ TOO LONG
580
+ TOO LONG
581
+ TOO LONG
582
+ TOO LONG
583
+ TOO LONG
584
+ TOO LONG
585
+ TOO LONG
586
+ TOO LONG
587
+ TOO LONG
588
+ TOO LONG
589
+ TOO LONG
590
+ TOO LONG
591
+ TOO LONG
592
+ TOO LONG
593
+ TOO LONG
594
+ TOO LONG
595
+ TOO LONG
596
+ TOO LONG
597
+ TOO LONG
598
+ TOO LONG
599
+ TOO LONG
600
+ TOO LONG
601
+ TOO LONG
602
+ TOO LONG
603
+ TOO LONG
604
+ TOO LONG
605
+ TOO LONG
606
+ TOO LONG
607
+ TOO LONG
608
+ TOO LONG
609
+ TOO LONG
610
+ TOO LONG
611
+ TOO LONG
612
+ TOO LONG
613
+ TOO LONG
614
+ TOO LONG
615
+ TOO LONG
616
+ TOO LONG
617
+ TOO LONG
618
+ TOO LONG
619
+ TOO LONG
620
+ TOO LONG
621
+ TOO LONG
622
+ TOO LONG
623
+ TOO LONG
624
+ TOO LONG
625
+ TOO LONG
626
+ TOO LONG
627
+ TOO LONG
628
+ TOO LONG
629
+ TOO LONG
630
+ TOO LONG