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add batch environment#146

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Sid-Bhatia-0 wants to merge 28 commits intoJuliaReinforcementLearning:masterJuliaReinforcementLearning/GridWorlds.jl:masterfrom Sid-Bhatia-0:batch_envsSid-Bhatia-0/GridWorlds.jl:batch_envsCopy head branch name to clipboard

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Commits

Commits on Jun 15, 2021

• add StatsBase package

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  e7f4a8a

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• add SingleRoomUndirectedBatch

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Commits on Jun 16, 2021

• add playability to SingleRoomUndirectedBatch

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• add keyword force to RLBase.reset! method

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• fix replay method

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• write characters to terminal out while playing

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• ignore scratchpad.jl

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• add tests for SingleRoomUndirectedBatch

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Commits on Jun 17, 2021

• set state style to internal state, copy reward & done

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• add benchmark_multi_threaded.jl

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• print NUM_ENVS

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Commits on Jun 21, 2021

• move num_envs to the last dimension

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• update tests for batch envs

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• don't copy tile_map, reward, and done in RLBase API

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• remove unnecessary RLBase.DefaultPlayer

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• rename benchmark_multi_threaded.jl to benchmark_batch.jl

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• fix and cleanup benchmark_batch

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• make move function type stable (huge improvement in performance)

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• add function sample_two_positions_without_replacement

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Commits on Jun 24, 2021

• add DataStructures package in benchmarking code

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• add ACTION_NAMES in ModuleSingleRoomUndirectedBatch

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• refactor benchmark_batch.jl

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• rename benchmark_batch.jl to benchmark_utils.jl

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• add SingleRoomUndirected

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• ignore generated benchmark files

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• add benchmarking for non-batch envs

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• make SingleRoomUndirected mutable and improve performance

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  e2f313f

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• remove constants NUM_RESETS, STEPS_PER_EPISODE, NUM_ENVS

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