Statements (27)
| Predicate | Object | 
|---|---|
| gptkbp:instanceOf | 
                                    
                                        
                                            gptkb:educational_institution
                                        
                                         gptkb:open-source_library  | 
                            
| gptkbp:category | 
                                    
                                        
                                            gptkb:machine_learning
                                        
                                         gptkb:reinforcement_learning  | 
                            
| gptkbp:developedBy | 
                                    
                                        
                                            gptkb:OpenAI
                                        
                                         | 
                            
| gptkbp:documentation | 
                                    
                                        
                                            
                                            https://spinningup.openai.com/
                                        
                                        
                                         | 
                            
| gptkbp:firstReleased | 
                                    
                                        
                                            
                                            2018
                                        
                                        
                                         | 
                            
| gptkbp:focusesOn | 
                                    
                                        
                                            
                                            deep reinforcement learning
                                        
                                        
                                         | 
                            
| gptkbp:license | 
                                    
                                        
                                            gptkb:MIT_License
                                        
                                         | 
                            
| gptkbp:programmingLanguage | 
                                    
                                        
                                            gptkb:Python
                                        
                                         | 
                            
| gptkbp:provides | 
                                    
                                        
                                            
                                            example code
                                        
                                        
                                         educational documentation implementations of RL algorithms utilities for RL experiments  | 
                            
| gptkbp:repository | 
                                    
                                        
                                            
                                            https://github.com/openai/spinningup
                                        
                                        
                                         | 
                            
| gptkbp:supports | 
                                    
                                        
                                            gptkb:OpenAI_Gym_environments
                                        
                                         | 
                            
| gptkbp:supportsAlgorithm | 
                                    
                                        
                                            gptkb:Soft_Actor-Critic_(SAC)
                                        
                                         gptkb:Proximal_Policy_Optimization_(PPO) Deep Deterministic Policy Gradient (DDPG) Twin Delayed DDPG (TD3) Vanilla Policy Gradient (VPG)  | 
                            
| gptkbp:targetAudience | 
                                    
                                        
                                            gptkb:researchers
                                        
                                         students beginners in deep RL  | 
                            
| gptkbp:bfsParent | 
                                    
                                        
                                            gptkb:OpenAI,_Inc.
                                        
                                         | 
                            
| gptkbp:bfsLayer | 
                                    
                                        
                                            
                                            7
                                        
                                        
                                         | 
                            
| https://www.w3.org/2000/01/rdf-schema#label | 
                                    
                                        
                                            
                                            Spinning Up in Deep RL
                                        
                                        
                                         |