您最多选择25个主题
主题必须以中文或者字母或数字开头，可以包含连字符 (-)，并且长度不得超过35个字符
目录树:
6c354d16
/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
/develop/torch-save-rp
/develop/torch-to-np
/develop/torch-omp-no-thread
/develop/actionmodel-csharp
/develop/torch-extra
/develop/restructure-torch-networks
/develop/jit
/develop/adjust-cpu-settings-experiment
/develop/torch-sac-threading
/develop/wb
/develop/amrl
/develop/memorydump
/develop/permutepytorch
/develop/sac-targetq
/develop/actions-out
/develop/reshapeonnxmemories
/develop/crawlergail
/develop/debugtorchfood
/develop/hybrid-actions
/develop/bullet-hell
/develop/action-spec-gym
/develop/battlefoodcollector
/develop/use-action-buffers
/develop/hardswish
/develop/leakyrelu
/develop/torch-clip-scale
/develop/contentropy
/develop/manch
/develop/torchcrawlerdebug
/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
/develop/teammanager
/develop/zombie-exp
/develop/update-readme
/develop/readme-fix
/develop/coma-noact
/develop/coma-withq
/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
ml-agents/ml-agents
GitHub
6c354d16
New Learning Brain (#1303)
* Initial Commit * attempt at refactor * Put all static methods into the CoreInternalBrain * improvements * more testing * modifications * renamed epsilon * misc * Now supports discrete actions * added discrete support and RNN and visual. Left to do is refactor and save variables into models * code cleaning * made a tensor generator and applier * fix on the models.py file * Moved the Checks to a different Class * Added some unit tests * BugFix * Need to generate the output tensors as well as inputs before executing the graph * Made NodeNames static and created a new namespace * Added comments to the TensorAppliers * Started adding comments on the TensorGenerators code * Added comments for the Tensor Generator * Moving the helper classes into a separate folder * Added initial comments to the TensorChecks * Renamed NodeNames -> TensorNames * Removing warnings in tests * Now using Aut... |
6 年前 | |
|---|---|---|
| .. | ||
| mlagents | New Learning Brain (#1303) | 6 年前 |
| tests | Brains as Scriptable Objects (#1250) | 6 年前 |
| README.md | Fixing tables in documentation and other markdown errors. (#1199) | 6 年前 |
| requirements.txt | New proto files | 7 年前 |
| setup.py | Fixing learn.py, trainer_controller.py, and Docker (#1164) | 6 年前 |
README.md
Unity ML-Agents Python Interface and Trainers
The mlagents Python package is part of the
ML-Agents Toolkit.
mlagents provides a Python API that allows direct interaction with the Unity
game engine as well as a collection of trainers and algorithms to train agents
in Unity environments.
The mlagents Python package contains two sub packages:
-
mlagents.envs: A low level API which allows you to interact directly with a Unity Environment. See here for more information on using this package. -
mlagents.trainers: A set of Reinforcement Learning algorithms designed to be used with Unity environments. Access them using the:mlagents-learnaccess point. See here for more information on using this package.
Installation
Install the mlagents package with:
pip install mlagents
Usage & More Information
For more detailed documentation, check out the ML-Agents Toolkit documentation.