Reinforcement Learning n RDPs by Combining Deep RL with Automata Learning

Keyphrases

• Decision Process 100%
• Reinforcement Learning 100%
• Deep Reinforcement Learning (deep RL) 100%
• Automata Learning 100%
• Automata 40%
• Policy Structure 40%
• Sample Complexity 20%
• Learning Difficulties 20%
• Partially Observable 20%
• Dynamic Function 20%
• Existing Algorithms 20%
• Reward Function 20%
• Non-Markovian 20%
• Policy Use 20%
• Old Data 20%
• Understanding Model 20%
• Learning Automata 20%

Computer Science

• Reinforcement Learning 100%
• Automaton 100%
• Decision Process 100%
• Decision-Making 20%
• Recurrent Neural Network 20%
• Deep Reinforcement Learning 20%

Mathematics

• Decision Process 100%