PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning.
Iou-Jen LiuRaymond A. YehAlexander G. SchwingPublished in: CoRL (2019)
Keyphrases
- reinforcement learning
- multi agent
- actor critic
- reinforcement learning algorithms
- function approximation
- temporal difference
- policy gradient
- multi agent environments
- reinforcement learning agents
- state space
- model free
- intelligent agents
- markov decision processes
- cooperative
- multi agent reinforcement learning
- multiagent systems
- single agent
- affine transformation
- learning algorithm
- temporal difference learning
- learning classifier systems
- machine learning
- multi agent systems
- transfer learning
- action selection
- optimal control
- agent oriented
- policy search
- approximate dynamic programming
- optimal policy
- learning agents
- reinforcement learning problems
- learning process
- dynamic programming
- multiple agents
- stochastic games
- deep learning
- policy iteration
- autonomous agents
- software agents
- neural network