Robust Deep Reinforcement Learning with Adaptive Adversarial Perturbations in Action Space.
Qianmei LiuYufei KuangJie WangPublished in: CoRR (2024)
Keyphrases
- action space
- reinforcement learning
- state space
- markov decision processes
- state and action spaces
- continuous state
- real valued
- reinforcement learning methods
- control policies
- multi agent
- stochastic processes
- action selection
- function approximators
- reinforcement learning algorithms
- control problems
- state action
- function approximation
- heuristic search
- temporal difference
- optimal control
- optimal policy
- continuous state spaces
- least squares