Boosting Robustness in Preference-Based Reinforcement Learning with Dynamic Sparsity

Calarina Muslimani, Bram Grooten, Deepak Ranganatha Sastry Mamillapalli +3

To integrate into human-centered environments, autonomous agents must learn from and adapt to humans in their native settings. Preference-based reinforcement learning (PbRL) can en…