├── .github └── FUNDING.yml ├── .gitignore ├── CITATION.cff ├── LICENSE ├── README.md ├── core ├── __init__.py ├── algorithms │ ├── __init__.py │ ├── alphazero.py │ ├── baselines │ │ ├── __init__.py │ │ ├── baseline.py │ │ ├── best.py │ │ ├── greedy.py │ │ ├── greedy_mcts.py │ │ ├── lazy_greedy_mcts.py │ │ ├── lazy_rollout_mcts.py │ │ ├── random.py │ │ ├── rollout.py │ │ └── rollout_mcts.py │ ├── evaluator.py │ ├── lazy_mcts.py │ ├── lazyzero.py │ ├── load.py │ └── mcts.py ├── demo │ ├── __init__.py │ ├── demo.py │ ├── human.py │ └── load.py ├── env.py ├── resnet.py ├── test │ ├── __init__.py │ ├── tester.py │ └── tournament │ │ ├── __init__.py │ │ └── tournament.py ├── train │ ├── __init__.py │ ├── collector.py │ └── trainer.py └── utils │ ├── __init__.py │ ├── checkpoint.py │ ├── custom_activations.py │ ├── heatmap.py │ ├── history.py │ ├── memory.py │ └── utils.py ├── envs ├── _2048 │ ├── __init__.py │ ├── collector.py │ ├── env.py │ ├── misc │ │ ├── board_representation.png │ │ ├── high_tile.png │ │ ├── improvement.png │ │ ├── reward_distribution.png │ │ └── slide_conv.png │ ├── tester.py │ ├── torchscripts.py │ └── trainer.py ├── __init__.py ├── connect_x │ ├── __init__.py │ ├── collector.py │ ├── demo.py │ ├── env.py │ ├── tester.py │ └── trainer.py ├── load.py └── othello │ ├── __init__.py │ ├── collector.py │ ├── demo.py │ ├── env.py │ ├── evaluators │ ├── __init__.py │ └── edax.py │ ├── misc │ ├── book.txt │ ├── convolution.png │ ├── example_kernel.png │ ├── example_kernel2.png │ ├── legal_starting_actions.png │ └── othello_sandwich_menu.png │ ├── tester.py │ ├── torchscripts.py │ └── trainer.py ├── example_configs ├── 2048_gpu.yaml ├── 2048_mini.yaml ├── 2048_test.yaml ├── 2048_tiny.yaml ├── othello_baselines.yaml ├── othello_demo.yaml ├── othello_gpu.yaml ├── othello_mini.yaml ├── othello_tiny.yaml ├── othello_tournament.yaml ├── test_tournament.yaml └── tournament.yaml ├── misc ├── 2048.gif ├── 2048env.png ├── benchmark.png ├── cpu_bad.png ├── heatmap.png 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