Search Results for author:
Found 3 papers, 1 papers with code
Robust Imitation via Mirror Descent Inverse Reinforcement Learning
Recently, adversarial imitation learning has shown a scalable reward acquisition method for inverse reinforcement learning (IRL) problems.
Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning
Learning in a multi-target environment without prior knowledge about the targets requires a large amount of samples and makes generalization difficult.
Unbiased learning with State-Conditioned Rewards in Adversarial Imitation Learning
The formulation draws a strong connection between adversarial learning and energy-based reinforcement learning; thus, the architecture is capable of recovering a reward function that induces a multi-modal policy.
Cannot find the paper you are looking for? You can
Submit a new open access paper.
