jaayala / risk_aware_contextual_bandit

Risk-Aware Continuous Control with Neural Contextual Bandits

Risk-Aware Continuous Control with Neural Contextual Bandits

Source code of the paper: Risk-Aware Continuous Control with Neural Contextual Bandits published in the proceedings of AAAI'24.

Dependencies

• Python >= 3.8
• Pytorch >= 1.13.0
• numpy >= 1.21
• gym >= 0.26

Reproducibility

To reproduce results from the paper, use run_all.sh. This script runs all the evaluations of the synthetic environment and generates the plots:

./run_all.sh