Unity 机器学习代理工具包 (ML-Agents) 是一个开源项目，它使游戏和模拟能够作为训练智能代理的环境。

unity3dunityunity-techreinforcement-ledeep-learningdeep-reinforcement-learningneural-networks

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目录树: ac5e6bc7

/main

/develop-generalizationTraining-TrainerController

/tag-0.2.0

/tag-0.2.1

/tag-0.2.1a

/tag-0.2.1c

/tag-0.2.1d

/hotfix-v0.9.2a

/develop-gpu-test

/0.10.1

/develop-pyinstaller

/develop-horovod

/PhysXArticulations20201

/importdocfix

/develop-resizetexture

/hh-develop-walljump_bugfixes

/develop-walljump-fix-sac

/hh-develop-walljump_rnd

/tag-0.11.0.dev0

/develop-pytorch

/tag-0.11.0.dev2

/develop-newnormalization

/tag-0.11.0.dev3

/develop

/release-0.12.0

/tag-0.12.0-dev

/tag-0.12.0.dev0

/tag-0.12.1

/2D-explorations

/asymm-envs

/tag-0.12.1.dev0

/2D-exploration-raycast

/tag-0.12.1.dev1

/release-0.13.0

/release-0.13.1

/plugin-proof-of-concept

/release-0.14.0

/hotfix-bump-version-master

/soccer-fives

/release-0.14.1

/bug-failed-api-check

/test-recurrent-gail

/hh-add-icons

/release-0.15.0

/release-0.15.1

/hh-develop-all-posed-characters

/internal-policy-ghost

/distributed-training

/hh-develop-improve_tennis

/test-tf-ver

/release_1_branch

/tennis-time-horizon

/whitepaper-experiments

/r2v-yamato-linux

/docs-update

/release_2_branch

/exp-mede

/sensitivity

/release_2_verified_load_fix

/test-sampler

/release_2_verified

/hh-develop-ragdoll-testing

/origin-develop-taggedobservations

/MLA-1734-demo-provider

/sampler-refactor-copy

/PhysXArticulations20201Package

/tag-com.unity.ml-agents_1.0.8

/release_3_branch

/github-actions

/release_3_distributed

/fix-batch-tennis

/distributed-ppo-sac

/gridworld-custom-obs

/hw20-segmentation

/hh-develop-gamedev-demo

/active-variablespeed

/release_4_branch

/fix-env-step-loop

/release_5_branch

/fix-walker

/release_6_branch

/hh-32-observation-crawler

/trainer-plugin

/hh-develop-max-steps-demo-recorder

/hh-develop-loco-walker-variable-speed

/exp-0002

/experiment-less-max-step

/hh-develop-hallway-wall-mesh-fix

/release_7_branch

/exp-vince

/hh-develop-gridsensor-tests

/tag-release_8_test0

/tag-release_8_test1

/release_8_branch

/docfix-end-episode

/release_9_branch

/hybrid-action-rewardsignals

/MLA-462-yamato-win

/exp-alternate-atten

/hh-develop-fps_game_project

/fix-conflict-base-env

/release_10_branch

/exp-bullet-hell-trainer

/ai-summit-exp

/comms-grad

/walljump-pushblock

/goal-conditioning

/release_11_branch

/hh-develop-water-balloon-fight

/gc-hyper

/layernorm

/yamato-linux-debug-venv

/soccer-comms

/hh-develop-pushblockcollab

/release_12_branch

/fix-get-step-sp-curr

/continuous-comms

/no-comms

/hh-develop-zombiepushblock

/hypernetwork

/revert-4859-develop-update-readme

/sequencer-env-attention

/hh-develop-variableobs

/exp-tanh

/reward-dist

/exp-weight-decay

/exp-robot

/bullet-hell-barracuda-test-1.3.1

/release_13_branch

/release_14_branch

/exp-clipped-gaussian-entropy

/tic-tac-toe

/hh-develop-dodgeball

/repro-vis-obs-perf

/v2-staging-rebase

/release_15_branch

/release_15_removeendepisode

/release_16_branch

/release_16_fix_gridsensor

/ai-hw-2021

/check-for-ModelOverriders

/fix-grid-obs-shape-init

/fix-gym-needs-reset

/fix-resume-imi

/release_17_branch

/release_17_branch_gpu_test

/colab-links

/exp-continuous-div

/release_17_branch_gpu_2

/exp-diverse-behavior

/grid-onehot-extra-dim-empty

/2.0-verified

/faster-entropy-coeficient-convergence

/pre-r18-update-changelog

/release_18_branch

/main/tracking

/main/reward-providers

/main/project-upgrade

/main/limitation-docs

/develop/nomaxstep-test

/develop/tf2.0

/develop/tanhsquash

/develop/magic-string

/develop/trainerinterface

/develop/separatevalue

/develop/nopreviousactions

/develop/reenablerepeatactions

/develop/0memories

/develop/fixmemoryleak

/develop/reducewalljump

/develop/removeactionholder-onehot

/develop/canonicalize-quaternions

/develop/self-playassym

/develop/demo-load-seek

/develop/progress-bar

/develop/sac-apex

/develop/cubewars

/develop/add-fire

/develop/gym-wrapper

/develop/mm-docs-main-readme

/develop/mm-docs-overview

/develop/no-threading

/develop/dockerfile

/develop/model-store

/develop/checkout-conversion-rebase

/develop/model-transfer

/develop/bisim-review

/develop/taggedobservations

/develop/transfer-bisim

/develop/bisim-sac-transfer

/develop/basketball

/develop/torchmodules

/develop/fixmarkdown

/develop/shortenstrikervsgoalie

/develop/shortengoalie

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/develop/bullet-hell

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/develop/battlefoodcollector

/develop/use-action-buffers

/develop/hardswish

/develop/leakyrelu

/develop/torch-clip-scale

/develop/contentropy

/develop/manch

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/develop/fix-nan

/develop/multitype-buffer

/develop/windows-delay

/develop/torch-tanh

/develop/gail-norm

/develop/multiprocess

/develop/unified-obs

/develop/rm-rf-new-models

/develop/skipcritic

/develop/centralizedcritic

/develop/dodgeball-tests

/develop/cc-teammanager

/develop/weight-decay

/develop/singular-embeddings

/develop/zombieteammanager

/develop/superpush

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/develop/zombie-exp

/develop/update-readme

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/develop/coma-noact

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/develop/coma2

/develop/action-slice

/develop/gru

/develop/critic-op-lstm-currentmem

/develop/decaygail

/develop/gail-srl-hack

/develop/rear-pad

/develop/mm-copyright-dates

/develop/dodgeball-raycasts

/develop/collab-envs-exp-ervin

/develop/pushcollabonly

/develop/sample-curation

/develop/soccer-groupman

/develop/input-actuator-tanks

/develop/validate-release-fix

/develop/new-console-log

/develop/lex-walker-model

/develop/lstm-burnin

/develop/grid-vaiable-names

/develop/fix-attn-embedding

/develop/api-documentation-update-some-fixes

/develop/update-grpc

/develop/grid-rootref-debug

/develop/pbcollab-rays

/develop/2.0-verified-pre

/develop/parameterizedenvs

/develop/custom-ray-sensor

/develop/mm-add-v2blog

/develop/custom-raycast

/develop/area-manager

/develop/remove-unecessary-lr

/develop/use-base-env-in-learn

/soccer-fives/multiagent

/develop/cubewars/splashdamage

/develop/add-fire/exp

/develop/add-fire/jit

/develop/add-fire/speedtest

/develop/add-fire/bc

/develop/add-fire/ckpt-2

/develop/add-fire/normalize-context

/develop/add-fire/components-dir

/develop/add-fire/halfentropy

/develop/add-fire/memoryclass

/develop/add-fire/categoricaldist

/develop/add-fire/mm

/develop/add-fire/sac-lst

/develop/add-fire/mm3

/develop/add-fire/continuous

/develop/add-fire/ghost

/develop/add-fire/policy-tests

/develop/add-fire/export-discrete

/develop/add-fire/test-simple-rl-fix-resnet

/develop/add-fire/remove-currdoc

/develop/add-fire/clean2

/develop/add-fire/doc-cleanups

/develop/add-fire/changelog

/develop/add-fire/mm2

/develop/model-transfer/add-physics

/develop/model-transfer/train

/develop/jit/experiments

/exp-vince/sep30-2020

/hh-develop-gridsensor-tests/static

/develop/hybrid-actions/distlist

/develop/bullet-hell/buffer

/goal-conditioning/new

/goal-conditioning/sensors-2

/goal-conditioning/sensors-3-pytest-fix

/goal-conditioning/grid-world

/soccer-comms/disc

/develop/centralizedcritic/counterfact

/develop/centralizedcritic/mm

/develop/centralizedcritic/nonego

/develop/zombieteammanager/disableagent

/develop/zombieteammanager/killfirst

/develop/superpush/int

/develop/superpush/branch-cleanup

/develop/teammanager/int

/develop/teammanager/cubewar-nocycle

/develop/teammanager/cubewars

/develop/superpush/int/hunter

/goal-conditioning/new/allo-crawler

/develop/coma2/clip

/develop/coma2/singlenetwork

/develop/coma2/samenet

/develop/coma2/fixgroup

/develop/coma2/samenet/sum

/hh-develop-dodgeball/goy-input

/develop/soccer-groupman/mod

/develop/soccer-groupman/mod/hunter

/develop/soccer-groupman/mod/hunter/cine

/ai-hw-2021/tensor-applier

0.1.1

0.1.2

0.10.0

0.10.1

0.11.0

0.11.0.dev0

0.11.0.dev1

0.11.0.dev2

0.11.0.dev3

0.12.0

0.12.0-dev

0.12.0.dev0

0.12.1

0.12.1.dev0

0.12.1.dev1

0.13.0

0.13.1

0.14.0

0.14.1

0.15.0

0.15.1

0.2.0

0.2.1

0.2.1a

0.2.1b

0.2.1c

0.2.1d

0.3.0

0.3.0a

0.3.0b

0.3.1

0.3.1a

0.3.1b

0.4.0

0.4.0a

0.4.0b

0.5.0

0.5.0a

0.6.0

0.6.0a

0.7.0

0.8.0

0.8.1

0.8.2

0.9.0

0.9.1

0.9.2

0.9.3

com.unity.ml-agents_1.0.0

com.unity.ml-agents_1.0.2

com.unity.ml-agents_1.0.3

com.unity.ml-agents_1.0.4

com.unity.ml-agents_1.0.5

com.unity.ml-agents_1.0.6

com.unity.ml-agents_1.0.7

com.unity.ml-agents_1.0.8

com.unity.ml-agents_1.1.0

com.unity.ml-agents_1.2.0

com.unity.ml-agents_1.3.0

com.unity.ml-agents_1.4.0

com.unity.ml-agents_1.5.0

com.unity.ml-agents_1.6.0

com.unity.ml-agents_1.7.0

com.unity.ml-agents_1.7.2

com.unity.ml-agents_1.8.0

com.unity.ml-agents_1.8.1

com.unity.ml-agents_1.9.0

com.unity.ml-agents_1.9.1

com.unity.ml-agents_2.0.0

com.unity.ml-agents_2.1.0

latest_release

python-packages_0.16.0

python-packages_0.16.1

python-packages_0.17.0

python-packages_0.18.0

python-packages_0.18.1

python-packages_0.19.0

python-packages_0.20.0

python-packages_0.21.0

python-packages_0.21.1

python-packages_0.22.0

python-packages_0.23.0

python-packages_0.24.0

python-packages_0.24.1

python-packages_0.25.0

python-packages_0.25.1

python-packages_0.26.0

python-packages_0.27.0

release_1

release_10

release_10_docs

release_11

release_11_docs

release_12

release_12_docs

release_13

release_13_docs

release_14

release_14_docs

release_15

release_15_docs

release_16

release_16_docs

release_17

release_17_docs

release_18

release_18_docs

release_1_docs

release_2

release_2_docs

release_2_verified_docs

release_3

release_3_docs

release_4

release_4_docs

release_5

release_5_docs

release_6

release_6_docs

release_7

release_7_docs

release_8

release_8_docs

release_8_test0

release_8_test1

release_9

release_9_docs

v0.1

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ml-agents/docs/images

文件历史

GitHub bb82e25d Revamped Push Block (#404) * Adds new revamped Push Block environment. * Adds "Shared Assets" folder to Examples sub-directory.		7 年前
..
academy.png	Docs/new semantics (#370)	7 年前
agent.png	Docs/new semantics (#370)	7 年前
agents_diagram.png	Initial commit	7 年前
balance.png	Initial commit	7 年前
banana.png	State Stacking & Banan Environment (#262)	7 年前
banner.png	Initial commit	7 年前
basic.png	Buffer fix for properly masking gradients	7 年前
bc_teacher_helper.png	[Docs] Documentation for Imitation Learning (Behavioral Cloning)	7 年前
bouncer.png	[Bouncer Environment] Now in 3D (#408)	7 年前
brain.png	Docs/new semantics (#370)	7 年前
broadcast.png	Docs/new semantics (#370)	7 年前
crawler.png	0.2 Update	7 年前
curriculum.png	0.2 Update	7 年前
curriculum_progress.png	0.2 Update	7 年前
docker_build_settings.png	Minor improvements to the Using Docker guide.	7 年前
gridworld.png	Additional example images	7 年前
hallway.png	Add Hallway envronment to validate LSTM models	7 年前
internal_brain.png	[Documentation] cleaned repo and additional semantic changes	7 年前
learning_environment.png	Dev docs (#361)	7 年前
learning_environment_basic.png	Dev docs (#361)	7 年前
learning_environment_example.png	Dev docs (#361)	7 年前
math.png	0.2 Update	7 年前
ml-agents-LSTM.png	[Documentation] Added the LSTM documentation (#387)	7 年前
ml-agents-ODD.png	[Documentation] Added the On Demand Decision documentation. (#388)	7 年前
mlagents-3DBall.png	Dev docs (#361)	7 年前
mlagents-3DBallHierarchy.png	Dev docs (#361)	7 年前
mlagents-BuildWindow.png	Dev docs (#361)	7 年前
mlagents-NewProject.png	Dev docs (#361)	7 年前
mlagents-NewTutAcademy.png	Dev docs (#361)	7 年前
mlagents-NewTutAssignBrain.png	Dev docs (#361)	7 年前
mlagents-NewTutBlock.png	Dev docs (#361)	7 年前
mlagents-NewTutBrain.png	Dev docs (#361)	7 年前
mlagents-NewTutFloor.png	Dev docs (#361)	7 年前
mlagents-NewTutHierarchy.png	Dev docs (#361)	7 年前
mlagents-NewTutSphere.png	Dev docs (#361)	7 年前
mlagents-NewTutSplash.png	Dev docs (#361)	7 年前
mlagents-Open3DBall.png	Dev docs (#361)	7 年前
mlagents-Scene.png	Dev docs (#361)	7 年前
mlagents-SetExternalBrain.png	Dev docs (#361)	7 年前
mlagents-TensorBoard.png	Dev docs (#361)	7 年前
monitor.png	0.2 Update	7 年前
normalization.png	Added information about input normalization to the best practices doc (#220)	7 年前
player_brain.png	Dev docs (#361)	7 年前
push.png	Revamped Push Block (#404)	7 年前
reacher.png	added the modified files from dev-cooperative-env	7 年前
rl_cycle.png	Dev docs (#361)	7 年前
scene-hierarchy.png	Dev docs (#361)	7 年前
splitbar.png	Dev docs (#361)	7 年前
tennis.png	Additional example images	7 年前
unity-logo-rgb.png	Initial commit	7 年前
unity-wide.png	formating and added documentation	7 年前
unity_linux_build_support.png	Minor improvements to the Using Docker guide.	7 年前
wall.png	added the modified files from dev-cooperative-env	7 年前