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Commits on Sep 30, 2020

• MLE teacher runs, removed LfD gradient clipping, made LfD training longer

  johannbrehmer

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• Fixed wrong default configuration, changed HPC script setup

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• Fixed random baseline

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Commits on Sep 29, 2020

• Code style

  johannbrehmer

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• Refactored episode initialization in MCTS

  johannbrehmer

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• Refactored jet generation and imitation learning to catch certain exceptions

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Commits on Sep 28, 2020

• More debugging

  johannbrehmer

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• Code style

  johannbrehmer

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• More NaN debugging

  johannbrehmer

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• Decisions can alternatively based on maximum mean PUCT as opposed to maximum encountered reward

  johannbrehmer

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• Gradient clipping

  johannbrehmer

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• Minor refactoring, NaN debugging

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Commits on Sep 17, 2020

• Fixed imitation learning, separated into LfD and LfD-MCTS

  johannbrehmer

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Commits on Sep 16, 2020

• Fixed imitation learning, added pretraining

  johannbrehmer

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Commits on Sep 14, 2020

• Plot performance vs cost, new XS setup

  johannbrehmer

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Commits on Sep 11, 2020

• Fixed eval counter and some stupid ideas

  johannbrehmer

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• Fixed eval counter and made MCTS slightly more efficient

  johannbrehmer

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• Likelihood evaluation counter

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• Fixed IL, refactored beamsearch tag in MC tree

  johannbrehmer

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• Imitation learning prototype

  johannbrehmer

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• Four-momenta of merging particles added to policy inputs

  johannbrehmer

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• Refactored MCTS agents and configuration

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Commits on Sep 8, 2020

• Refactored agents, more baselines / ablation studies

  johannbrehmer

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Commits on Sep 7, 2020

• Fixed bugs in MCTS tree book-keeping

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Commits on Sep 4, 2020

• MCTS - beam search hybrid

  johannbrehmer

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• Better debugging and configuration options

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Commits on Sep 3, 2020

• Promoted lr and weight decay to config params

  johannbrehmer

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Commits on Sep 1, 2020

• Better logging, and sped up likelihood evaluation

  johannbrehmer

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Commits on Aug 31, 2020

• Log likelihood as input to policy

  johannbrehmer

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• Sacred setup running

  johannbrehmer

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• MCTS based on maximum, not mean performance

  johannbrehmer

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Commits on Aug 27, 2020

• Made MCTS much faster, improved clipping in MCTS nodes, new random and greedy agents

  johannbrehmer

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• First MCTS results, but it's slooooow

  johannbrehmer

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Commits on Aug 26, 2020

• Bug fix in evaluator

  johannbrehmer

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Commits on Aug 21, 2020

• Changed reward management in MCTS

  johannbrehmer

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