Constrained-Space Optimization and Reinforcement Learning for Complex Tasks.
Ya-Yen TsaiBo XiaoEdward JohnsGuang-Zhong YangPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- complex domains
- optimization problems
- complex systems
- high level
- highly non linear
- search space
- reinforcement learning algorithms
- higher dimensional
- global optimization
- concave convex procedure
- action space
- complex environments
- constrained optimization
- transfer learning
- optimization algorithm
- low dimensional
- markov decision processes
- complex data
- space time
- supervised learning
- dynamic programming
- high dimensional
- machine learning
- real world