Proximal Policy Optimization Algorithms

GPTKB entity

Predicate	Object
gptkbp:instanceOf	gptkb:algorithm reinforcement learning algorithm
gptkbp:abbreviation	PPO
gptkbp:advantage	simplicity robustness sample efficiency
gptkbp:appliesTo	gptkb:game_AI robotics autonomous control
gptkbp:category	gptkb:artificial_intelligence gptkb:machine_learning
gptkbp:developedBy	gptkb:OpenAI
gptkbp:hasComponent	value function policy gradient clipped surrogate objective
https://www.w3.org/2000/01/rdf-schema#label	Proximal Policy Optimization Algorithms
gptkbp:implementedIn	gptkb:TensorFlow gptkb:Stable_Baselines gptkb:PyTorch
gptkbp:introducedIn	2017
gptkbp:notablePublication	Proximal Policy Optimization Algorithms (Schulman et al., 2017)
gptkbp:relatedTo	gptkb:Trust_Region_Policy_Optimization Actor-Critic Methods
gptkbp:usedFor	gptkb:reinforcement_learning policy optimization
gptkbp:bfsParent	gptkb:Neural_Information_Processing_Systems_(NeurIPS)_2017 gptkb:Proximal_Policy_Optimization_(PPO) gptkb:Conference_on_Neural_Information_Processing_Systems_2016 gptkb:NIPS_2017
gptkbp:bfsLayer	7