Deep CPT-RL: Imparting Human-Like Risk Sensitivity to Artificial Agents.
Jared MarkowitzMarie ChauI-Jeng WangPublished in: SafeAI@AAAI (2021)
Keyphrases
- artificial agents
- reinforcement learning
- intelligent agents
- artificial systems
- artificial life
- risk management
- sensitivity analysis
- human behavior
- agent architecture
- communicating agents
- risk assessment
- model free
- high risk
- multi agent
- markov decision processes
- state space
- decision making
- artificial intelligence
- risk factors
- dynamic programming
- control policy
- high sensitivity
- risk measures