A new Potential-Based Reward Shaping for Reinforcement Learning Agent.
Babak BadnavaNasser MozayaniPublished in: CoRR (2019)
Keyphrases
- reward shaping
- learning agent
- reinforcement learning
- reinforcement learning algorithms
- complex domains
- state space
- solving problems
- markov decision problems
- learning algorithm
- function approximation
- machine learning
- learning capabilities
- dynamic programming
- agent learns
- reward function
- markov decision processes
- transfer learning
- single agent
- computational complexity