Visceral Machines: Risk-Aversion in Reinforcement Learning with Intrinsic Physiological Rewards.
Daniel J. McDuffAshish KapoorPublished in: ICLR (Poster) (2019)
Keyphrases
- reinforcement learning
- risk aversion
- utility function
- expected utility
- risk averse
- risk neutral
- markov decision processes
- state space
- learning algorithm
- optimal policy
- exchange rate
- inventory level
- model free
- reward function
- decision makers
- multi agent
- multistage
- decision problems
- optimal control
- decision theoretic
- parallel machines
- control policy
- theoretical framework
- pareto optimal
- machine learning