Amir-massoud Farahmand

1. Dissecting Deep RL with High Update Ratios: Combatting Value Divergence
   2024/03/09 by Marcel Hussing, Hussing, Marcel, Claas Voelcker +8 · 1 voice · 7 citations
   Computer Science · Engineering · #Ferroelectric and Negative Capacitance Devices #Semiconductor materials and devices #VLSI and Analog Circuit Testing #cs.AI #cs.LG
2. Policy-Aware Model Learning for Policy Gradient Methods
   2020/02/28 by Romina Abachi, Mohammad Ghavamzadeh, Abachi, Romina +4 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning and Algorithms #Reinforcement Learning in Robotics #cs.AI
3. Improving Skin Condition Classification with a Visual Symptom Checker Trained using Reinforcement Learning
   2019/03/08 by Mohamed Akrout, Akrout, Mohamed, Amir-massoud Farahmand +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
4. Relative Entropy Pathwise Policy Optimization
   2025/07/15 by Claas Voelcker, Axel Brunnbauer, Voelcker, Claas +16 · 2 voices · 2 citations
   Computer Science · Economics, Econometrics and Finance · Engineering · #Electric Power System Optimization #Reservoir Engineering and Simulation Methods #Stochastic processes and financial applications #cs.LG
5. PANDAS: Improving Many-shot Jailbreaking via Positive Affirmation, Negative Demonstration, and Adaptive Sampling
   2025/02/04 by Avery Ma, Yangchen Pan, Ma, Avery +4 · 1 voice · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #cs.CL #cs.CR #cs.LG
6. Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control
   2018/06/13 by Yangchen Pan, Amir‐massoud Farahmand, Pan, Yangchen +10 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML