Active Finite Reward Automaton Inference and Reinforcement Learning Using Queries and Counterexamples

Mathematics

• Reinforcement Learning 100%
• Reward 75%
• Query 65%
• Automata 58%
• Counterexample 56%
• Learning Algorithm 23%
• Optimal Policy 15%
• Policy 13%
• Human 11%
• Learning Environment 11%
• Knowledge 10%
• Converge 8%
• Performance 7%
• Baseline 7%
• Neural Networks 6%
• Learning 6%
• Express 5%
• Internal 5%
• Optimization 5%
• Lower bound 4%
• Framework 3%
• Arbitrary 3%
• Form 2%

Engineering & Materials Science

• Finite automata 72%
• Reinforcement learning 66%
• Learning algorithms 16%
• Machine learning 4%
• Neural networks 4%