publications

F. Fayza, C. Demirkiran, C. Chen, C. Liu, A. Mohan, H. Errahmouni, S. Yun, M. Imani, D. Zhang, D. Bunandar, A. Joshi, 2023. “Towards Efficient Hyperdimensional Computing Using Photonics.” [PDF]

Zaki, M., Mohan, A. and Gopalan, A., Mannor, S., 2022. "Actor-Critic based Improper Reinforcement Learning."

Zaki, M., Mohan, A. and Gopalan, A., 2021. "Improved Pure Exploration in Linear Bandits with No-Regret Learning." [PDF]

Mohan, A., Vatsa, S., Kumar, A., Chattopadhyay, A., 2021. "Decentralized, Hybrid MAC Design with Reduced State Information Exchange for Low-Delay IoT Applications." [PDF]

Zaki, M., Mohan, A. and Gopalan, A., Mannor, S., 2021. "Improper Learning with Gradient-based Policy Optimization." [PDF]

Mohan, A., Mannor, S. and Kizilkale, A.C., 2020. "On the Volatility of Optimal Control Policies and the Capacity of a Class of Linear Quadratic Regulators." [PDF] 

Zaki, M., Mohan, A. and Gopalan, A., 2020. "Explicit Best Arm Identification in Linear Bandits Using No-Regret Learners." [PDF]

Zaki, M., Mohan, A., Gopalan, A. 2019. "Towards Optimal and Efficient Best Arm Identification in Linear Bandits." [PDF]

Mohan, A., Gopalan, A., Kumar, A., 2020. "Throughput Optimal Decentralized Scheduling with Single-bit State Feedback for a Class of Queueing Systems." [PDF]

Mohan, A., Chattopadhyay, A., Kumar, A., 2016 "On Hybrid Medium Access Control for Low-delay Scheduling." [PDF]

Zaki, M., Mohan, A., Gopalan, A., and Mannor, S., 2022. "Actor Critic Based Improper Reinforcement Learning." International Conference on Machine Learning (ICML) 2022. [PDF]

Zaki, M., Mohan, A. and Gopalan, A., 2022. "Explicit Best Arm Identification in Linear Bandits Using No-Regret Learners." International Conference on Artificial Intelligence (IJCAI-ECAI) 2022.  [PDF]

Zaki, M., Mohan, A. and Gopalan, A., Mannor, S., 2022. "Actor Critic Based Improper Reinforcement Learning." The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM) 2022. [Extended Abstract]

Zaki, M., Mohan, A. and Gopalan, A., Mannor, S., 2021. "Better than the Best: Gradient-based Improper Reinforcement Learning for Network Scheduling." Reinforcement Learning in Networks and Queues Workshop, ACM SIGMETRICS 2021 [PDF]

Mohan, A., Mannor, S. and Kizilkale, A.C., (2021). "On the Volatility of Optimal Control Policies of a Class of Linear Quadratic Regulators." the 2021 American Control Conference (ACC 2021) [PDF]

Vatsa, S., Mohan, A., Kumar, A. (2021). "Implementing QZMAC (a Decentralized Delay Optimal MAC) over 6TiSCH under the Contiki OS in an IEEE 802.15.4 Network,"  the Demos and Exhibits workshop at The International Conference on COMmunication Systems & NETworkS (COMSNETS 2021). [PDF , Best Research Demo Award - Runner up]

Zaki, M., Mohan, A., Gopalan, A. (2020). "Employing No Regret Learners For Pure Exploration in Linear Bandits," Optimization for Machine Learning Workshop at the 34th Conference on Neural Information Processing Systems (NeurIPS 2020), [Selected for Spotlight presentation].

Zaki, M., Mohan, A., Gopalan, A. (2019). "Towards Optimal and Efficient Best Arm Identification in Linear Bandits," CausalML Workshop at the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada.

Mohan, A., Gopalan, A., Kumar, A., (2018) "Reduced-State, Optimal Medium Access Control for Wireless Data Collection Networks," IEEE International Conference on Computer Communications (INFOCOM 2018), [Best Presentation Award; acceptance rate ≈ 19%].

Mohan, A., Chattopadhyay, A., Kumar, A., (2016) "Hybrid MAC Protocols for Low-delay Scheduling," IEEE International Conference on Mobile Ah hoc and Sensor Systems (MASS), [IEEE CompSoc Student Travel Award; acceptance rate ≈ 24%].

Mohan, A. and Hari, K.V.S., (2011) "Low complexity adaptation for channel shortening equalizers," IEEE 54th International Midwest Symposium on Circuits and Systems (MWSCAS) [extended version selected for publication in the Elsevier AEU-International Journal of Electronics and Communications ; acceptance rate = NA].

Mohan, A., Gopalan, A. and Kumar, A., 2020. "Reduced-State, Optimal Scheduling for Decentralized Medium Access Control of a Class of Wireless Networks," IEEE/ACM Transactions on Networking, 2020, vol. 28(3), pp. 1017 - 1032. [PDF]

Mohan, A., Kumar, A., Chattopadhyay, A., Vatsa, S. V., "Low-delay, Decentralized MAC protocols for Time-slotted, Collocated Wireless Nodes," submitted to the IEEE/ACM Transactions on Networking. [PDF]

Mohan, A. and Hari, K.V.S., "Low complexity adaptation for SISO channel shortening equalizers," AEU-International Journal of Electronics and Communications, 66(8), pp.600-604.