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gptkbp:instance_of
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gptkb:Artificial_Intelligence
|
|
gptkbp:adapted_into
|
real-time applications
|
|
gptkbp:applies_to
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natural language processing
game playing
|
|
gptkbp:based_on
|
actor-critic architecture
|
|
gptkbp:developed_by
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gptkb:Google_Deep_Mind
complex environments
collaborative efforts
|
|
gptkbp:enhances
|
sample efficiency
|
|
gptkbp:field
|
reinforcement learning
|
|
gptkbp:has_achievements
|
state-of-the-art performance
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
A3 C
|
|
gptkbp:improves
|
policy gradient methods
|
|
gptkbp:introduced
|
gptkb:2016
|
|
gptkbp:is_adopted_by
|
startups
|
|
gptkbp:is_analyzed_in
|
efficiency
scalability
performance studies
|
|
gptkbp:is_compared_to
|
gptkb:DQN
SAC
TRPO
|
|
gptkbp:is_considered
|
AI competitions
future research.
|
|
gptkbp:is_considered_as
|
a benchmark algorithm
|
|
gptkbp:is_described_as
|
tutorials
|
|
gptkbp:is_documented_in
|
research papers
research institutions
|
|
gptkbp:is_evaluated_by
|
performance metrics
experiments
PPO
Atari games
|
|
gptkbp:is_explored_in
|
workshops
case studies
conferences
academic courses
|
|
gptkbp:is_implemented_in
|
gptkb:Graphics_Processing_Unit
gptkb:Library
|
|
gptkbp:is_influenced_by
|
gptkb:REINFORCE_algorithm
|
|
gptkbp:is_integrated_with
|
gptkb:mobile_application
other algorithms
|
|
gptkbp:is_known_for
|
stability in training
|
|
gptkbp:is_part_of
|
gptkb:stadium
AI curriculum
AI toolkit
|
|
gptkbp:is_recognized_by
|
AI community
|
|
gptkbp:is_recognized_for
|
flexibility
|
|
gptkbp:is_related_to
|
deep learning
|
|
gptkbp:is_supported_by
|
community contributions
open-source projects
frameworks
|
|
gptkbp:is_tested_for
|
gptkb:video_game
simulated environments
baseline models
robotic control tasks
|
|
gptkbp:is_used_for
|
strategy optimization
|
|
gptkbp:is_used_in
|
gptkb:robot
financial modeling
self-driving cars
|
|
gptkbp:is_utilized_in
|
gptkb:academic_research
AI researchers
|
|
gptkbp:requires
|
high computational resources
|
|
gptkbp:suitable_for
|
continuous action spaces
|
|
gptkbp:supports
|
multi-threading
|
|
gptkbp:uses
|
asynchronous updates
|
|
gptkbp:utilizes
|
multiple agents
|
|
gptkbp:bfsParent
|
gptkb:Keras-RL
gptkb:Lunar_Lander-v2
gptkb:DQN
|
|
gptkbp:bfsLayer
|
4
|