Picture for Ali Baheri

Ali Baheri

Hierarchical Neuro-Symbolic Decision Transformer

Add code
Mar 10, 2025
Viaarxiv icon

Risk-Averse Reinforcement Learning: An Optimal Transport Perspective on Temporal Difference Learning

Add code
Feb 22, 2025
Viaarxiv icon

PEARL: Preconditioner Enhancement through Actor-critic Reinforcement Learning

Add code
Jan 18, 2025
Viaarxiv icon

Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning

Add code
Jan 17, 2025
Viaarxiv icon

Hierarchical Upper Confidence Bounds for Constrained Online Learning

Add code
Oct 22, 2024
Viaarxiv icon

Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian Approach

Add code
Sep 12, 2024
Figure 1 for Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian Approach
Figure 2 for Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian Approach
Figure 3 for Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian Approach
Figure 4 for Optimizing Falsification for Learning-Based Control Systems: A Multi-Fidelity Bayesian Approach
Viaarxiv icon

Optimal Transport-Assisted Risk-Sensitive Q-Learning

Add code
Jun 17, 2024
Viaarxiv icon

Concurrent Learning of Policy and Unknown Safety Constraints in Reinforcement Learning

Add code
Feb 29, 2024
Viaarxiv icon

The Synergy Between Optimal Transport Theory and Multi-Agent Reinforcement Learning

Add code
Jan 24, 2024
Viaarxiv icon

LLMs-augmented Contextual Bandit

Add code
Nov 03, 2023
Viaarxiv icon