Deep imitation learning for 3D navigation tasks

Keyphrases

• Navigation Task 100%
• Deep Imitation Learning 100%
• 3D Navigation 100%
• Learning from Experience 60%
• 3D Environment 40%
• Intelligent Agents 40%
• Active Learning 40%
• Imitation Learning 40%
• Visual Input 40%
• Deep Reinforcement Learning (deep RL) 40%
• Reinforcement Learning Algorithm 40%
• Popular 20%
• Learning Methods 20%
• Unseen 20%
• Typical Problems 20%
• Deep Learning 20%
• Deep Learning Methods 20%
• Generalization Ability 20%
• Learning from Demonstration 20%
• High-dimensional Data 20%
• Effective Policy 20%
• Deep Convolutional Neural Network (deep CNN) 20%
• Delayed Reward 20%
• Learning by Imitation 20%
• Deep Q-network 20%
• Actor-critic 20%
• Long Trajectory 20%
• Learning Efficiency 20%
• Real Application 20%

Computer Science

• Navigation Task 100%
• Intelligent Agent 40%
• Active Learning 40%
• Deep Reinforcement Learning 40%
• Learning Technique 20%
• Reinforcement Learning 20%
• Generalization Ability 20%
• Deep Learning Technique 20%
• High Dimensional Data 20%
• Simulated Environment 20%
• Deep Q-Network 20%
• Deep Convolutional Neural Networks 20%
• Real Application 20%
• Deep Learning Method 20%

Psychology

• Neural Network 100%