COPA: CERTIFYING ROBUST POLICIES FOR OFFLINE REINFORCEMENT LEARNING AGAINST POISONING ATTACKS

Keyphrases

• Aggregation Mechanism 66%
• Certification Criteria 66%
• Certification Framework 33%
• Certification Methods 33%
• Complex Structure 33%
• CopA 100%
• Cumulative Reward 66%
• Human Performance 33%
• Inherent Robustness 33%
• NP-complete Problem 33%
• Offline Reinforcement Learning 100%
• Poisoning 33%
• Poisoning Attack 100%
• Reinforcement Learning 100%
• Reinforcement Learning Environments 33%
• Robust Aggregation 33%
• Robust Policy 100%
• Robust Property 33%
• State Action 66%
• Temporal Aggregation 33%
• Test-time Evasion Attack 33%
• Tight 66%
• Training Algorithm 33%
• Training Set 33%
• Training Time 33%

Computer Science

• Certification Criterion 33%
• Complex Structure 16%
• Experimental Result 16%
• Reinforcement Learning 100%
• training algorithm 16%
• Training Environment 16%