- Comparative Analysis of Exploration Algorithms in Deep Reinforcement Learning for Autonomous Driving: How does epsilon-greedy, random network distillation, bootstrapped DQN affect training and the robustness of final policies under various testing conditions in autonomous driving?
- Active Inference for Graph Exploration and Searching in Unknown Environments: An Application to Mobile Robots