What Hides behind Unfairness? Exploring Dynamics Fairness in Reinforcement Learning.
Zhihong DengJing JiangGuodong LongChengqi ZhangPublished in: CoRR (2024)
Keyphrases
- reinforcement learning
- function approximation
- model free
- reinforcement learning algorithms
- resource allocation
- state space
- machine learning
- temporal evolution
- data mining
- multi agent reinforcement learning
- dynamical systems
- learning process
- multi agent
- robot control
- temporal difference
- policy search
- recurrent networks
- learning agents
- function approximators
- markov decision process
- learning algorithm
- optimal policy
- action selection
- learning classifier systems
- dynamic model
- game theory
- transfer learning
- dynamic programming