Proximal Policy Optimization with Continuous Bounded Action Space via the Beta Distribution.
Irving G. B. PetrazziniEric A. AntoneloPublished in: SSCI (2021)
Keyphrases
- action space
- state space
- markov decision processes
- state and action spaces
- real valued
- reinforcement learning
- control policies
- continuous state spaces
- continuous state
- beta distribution
- markov decision process
- action selection
- stochastic processes
- state action
- markov decision problems
- continuous action
- optimal policy
- single agent
- markov chain
- decision making