Taxi-v3

GPTKB entity

Statements (65)
Predicate Object
gptkbp:instance_of gptkb:machine_learning
gptkbp:adapted_into educational settings
real-world applications
gptkbp:analyzes grid layout
gptkbp:applies_to grid world environments
gptkbp:can_be_combined_with Q-learning
gptkbp:can_be_extended_by deep learning techniques
gptkbp:can_be_simulated_in various programming environments
gptkbp:can_be_used_for algorithm comparison
gptkbp:challenges complex scenarios
state space complexity
gptkbp:developed_by gptkb:Open_AI
gptkbp:educational_use reinforcement learning concepts
gptkbp:features discrete action space
discrete state space
gptkbp:goal maximize cumulative reward
gptkbp:has_variants Taxi-v2
https://www.w3.org/2000/01/rdf-schema#label Taxi-v3
gptkbp:includes fuel management
passenger
destination
taxi agent
gptkbp:is_accessible_by gptkb:students
gptkbp:is_analyzed_in case studies
gptkbp:is_available_on gptkb:Git_Hub
gptkbp:is_based_on Markov decision processes
gptkbp:is_compatible_with various libraries
gptkbp:is_documented_in tutorials
Open AI documentation
gptkbp:is_enhanced_by transfer learning
gptkbp:is_evaluated_by performance metrics
simulation results
reward function
gptkbp:is_explored_in workshops
research articles
academic papers
interactive tutorials
gptkbp:is_implemented_in gptkb:Python
gptkbp:is_influential_in gptkb:AI_technology
gptkbp:is_integrated_with machine learning frameworks
gptkbp:is_part_of gptkb:gymnasium
AI competitions
AI research projects
AI curriculum
reinforcement learning benchmarks
gptkbp:is_popular_in AI community
gptkbp:is_recognized_as a classic problem in AI.
gptkbp:is_recognized_by AI practitioners
gptkbp:is_related_to multi-agent systems
gptkbp:is_similar_to grid world problems
gptkbp:is_supported_by community contributions
online forums
gptkbp:is_tested_for simulated environments
various agents
other algorithms
gptkbp:is_used_for performance benchmarking
gptkbp:is_used_in educational purposes
gptkbp:is_utilized_for algorithm development
gptkbp:is_utilized_in robotics research
data science education
gptkbp:requires exploration and exploitation
gptkbp:suitable_for beginner reinforcement learning practitioners
gptkbp:used_in reinforcement learning research
gptkbp:bfsParent gptkb:gymnasium
gptkbp:bfsLayer 4