Risk Perspective Exploration in Distributional Reinforcement Learning.
Jihwan OhJoonkee KimSe-Young YunPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- exploration exploitation
- action selection
- model based reinforcement learning
- state space
- function approximation
- risk management
- autonomous learning
- viewpoint
- co occurrence
- reinforcement learning algorithms
- high risk
- optimal control
- markov decision processes
- multi agent
- risk analysis
- risk assessment
- exploration exploitation tradeoff
- risk factors
- temporal difference
- data sets
- optimal policy
- multi agent reinforcement learning
- transition model
- mobile robot
- minimum risk
- dynamic programming
- information systems
- search engine
- balancing exploration and exploitation
- neural network