Automatic Risk Adaptation in Distributional Reinforcement Learning.
Frederik SchubertTheresa EimerBodo RosenhahnMarius LindauerPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- risk management
- optimal policy
- fully automatic
- markov decision processes
- machine learning
- risk measures
- adaptation process
- reinforcement learning algorithms
- optimal control
- semi automatic
- state space
- decision making
- real time
- co occurrence
- temporal difference
- case study
- learning capabilities
- reinforcement learning methods
- minimum risk
- robotic control