PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning.
Iou-Jen LiuRaymond A. YehAlexander G. SchwingPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- multi agent
- actor critic
- reinforcement learning algorithms
- function approximation
- temporal difference
- state space
- policy gradient
- multiagent systems
- markov decision processes
- single agent
- cooperative
- multi agent environments
- model free
- multi agent systems
- reinforcement learning agents
- action selection
- multiple agents
- multi agent reinforcement learning
- cooperative agents
- optimal policy
- affine invariant
- affine transformation
- intelligent agents
- multiagent reinforcement learning
- learning agents
- reinforcement learning methods
- learning algorithm
- approximate dynamic programming
- moment invariants
- optimal control
- robotic control
- reinforcement learning problems
- learning capabilities
- natural actor critic
- deep learning
- agent oriented
- learning process
- learning problems
- dynamic environments