Arnob Ghosh

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 58

Top Topics

Function Approximation

Markov Decision Process

Reinforcement Learning

Top Venues

Publications

Mahmoud Nazzal, Deepak Vungarala, Mehrdad Morsali, Chao Zhang, Arnob Ghosh, Abdallah Khreishah, Shaahin Angizi
A Dataset for Large Language Model-Driven AI Accelerator Generation. CoRR (2024)
Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL. AISTATS (2024)
Peizhong Ju, Arnob Ghosh, Ness B. Shroff
Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning. ICLR (2024)
Honghao Wei, Xiyue Peng, Xin Liu, Arnob Ghosh
Adversarially Trained Actor Critic for offline CMDPs. CoRR (2024)
Peizhong Ju, Arnob Ghosh, Ness B. Shroff
Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning. CoRR (2023)
Diptangshu Sen, Arnob Ghosh
Pricing in Ride-sharing Markets : Effects of network competition and autonomous vehicles. CoRR (2023)
Eric Ruzomberka, Kwang Taik Kim, Arnob Ghosh, David J. Love, Mung Chiang
A Novel Framework for Cost Constrained Network Sharing. IEEE Trans. Mob. Comput. 22 (8) (2023)
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. CoRR (2023)
Arnob Ghosh
Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation. L4DC (2023)
Honghao Wei, Arnob Ghosh, Ness B. Shroff, Lei Ying, Xingyu Zhou
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs. AISTATS (2023)
Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation. ICLR (2023)
Yuntian Deng, Xingyu Zhou, Arnob Ghosh, Abhishek Gupta, Ness B. Shroff
Interference Constrained Beam Alignment for Time-Varying Channels via Kernelized Bandits. WiOpt (2022)
Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
Provably Efficient Model-Free Constrained RL with Linear Function Approximation. CoRR (2022)
Arnob Ghosh, Xingyu Zhou, Ness B. Shroff
Provably Efficient Model-Free Constrained RL with Linear Function Approximation. NeurIPS (2022)
Erica Salvato, Arnob Ghosh, Gianfranco Fenu, Thomas Parisini
Event-Triggered Action-Delayed Reinforcement Learning Control of a Mixed Autonomy Signalised Urban Intersection. ACC (2022)
Mridul Agarwal, Vaneet Aggarwal, Arnob Ghosh, Nilay Tiwari
Reinforcement Learning for Mean-Field Game. Algorithms 15 (3) (2022)
Yuntian Deng, Xingyu Zhou, Arnob Ghosh, Abhishek Gupta, Ness B. Shroff
Interference Constrained Beam Alignment for Time-Varying Channels via Kernelized Bandits. CoRR (2022)
Arnob Ghosh, Randall Berry
Competition among Ride Service Providers with Autonomous Vehicles. WiOpt (2022)
Arnob Ghosh, Thomas Parisini
Traffic Control in a Mixed Autonomy Scenario at Urban Intersections: An Optimal Control Approach. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Arnob Ghosh
Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation. CoRR (2022)
Arnob Ghosh, Matteo Scandella, Michelangelo Bin, Thomas Parisini
Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information. CDC (2021)
Arnob Ghosh, Randall Berry
Competition among Ride Service Providers with Autonomous Vehicles. CoRR (2021)
Erica Salvato, Arnob Ghosh, Gianfranco Fenu, Thomas Parisini
Control of a Mixed Autonomy Signalised Urban Intersection: An Action-Delayed Reinforcement Learning Approach. CoRR (2021)
Yang Zhang, Arnob Ghosh, Vaneet Aggarwal
Optimized Portfolio Contracts for Bidding the Cloud. IEEE Trans. Serv. Comput. 14 (5) (2021)
Diptangshu Sen, Arnob Ghosh
Design and Analysis of Incentive Mechanisms for Prosumers under the lens of Prospect Theory. ECC (2021)
Arnob Ghosh, Thomas Parisini
Traffic Control in a Mixed Autonomy Scenario at Urban Intersections: An Optimization-based Framework. CoRR (2021)
Erica Salvato, Arnob Ghosh, Gianfranco Fenu, Thomas Parisini
Control of a Mixed Autonomy Signalised Urban Intersection: An Action-Delayed Reinforcement Learning Approach. ITSC (2021)
Diptangshu Sen, Kushaagra Goyal, Arnob Ghosh, Varun Ramamohan
Discriminatory Price Mechanism for Smart Grid. CoRR (2020)
Arnob Ghosh, Vaneet Aggarwal, Prakash Chakraborty
Tiered Spectrum Measurement Markets for Joint Licensed and Unlicensed Secondary Access. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Arnob Ghosh, Randall Berry
Entry and Investment in CBRS Shared Spectrum. WiOpt (2020)
Arnob Ghosh, Vaneet Aggarwal
Model Free Reinforcement Learning Algorithm for Stationary Mean field Equilibrium for Multiple Types of Agents. CoRR (2020)
Arnob Ghosh, Vaneet Aggarwal, Hong Wan
Strategic Prosumers: How to Set the Prices in a Tiered Market? IEEE Trans. Ind. Informatics 15 (8) (2019)
Arnob Ghosh, Randall Berry
Competition with Three-Tier Spectrum Access and Spectrum Monitoring. MobiHoc (2019)
Nilay Tiwari, Arnob Ghosh, Vaneet Aggarwal
Reinforcement Learning for Mean Field Game. CoRR (2019)
Arnob Ghosh, Randall Berry
Competition with Three-Tier Spectrum Access and Spectrum Monitoring. CoRR (2019)
Yang Zhang, Arnob Ghosh, Vaneet Aggarwal, Tian Lan
Tiered Cloud Storage via Two-Stage, Latency-Aware Bidding. IEEE Trans. Netw. Serv. Manag. 16 (1) (2019)
Arnob Ghosh, Saswati Sarkar
Pricing for Profit in Internet of Things. IEEE Trans. Netw. Sci. Eng. 6 (2) (2019)
Arnob Ghosh, Randall Berry
Spot Markets for Spectrum Measurements. DySPAN (2019)
Abubakr O. Al-Abbasi, Arnob Ghosh, Vaneet Aggarwal
DeepPool: Distributed Model-Free Algorithm for Ride-Sharing Using Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 20 (12) (2019)
Abubakr O. Al-Abbasi, Arnob Ghosh, Vaneet Aggarwal
DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning. CoRR (2019)
Arnob Ghosh, Vaneet Aggarwal
Menu-Based Pricing for Profitable Electric Vehicle Charging with Vehicle-to-Grid Service. SPCOM (2018)
Arnob Ghosh, Vaneet Aggarwal
Menu-Based Pricing for Charging of Electric Vehicles With Vehicle-to-Grid Service. IEEE Trans. Veh. Technol. 67 (11) (2018)
Yang Zhang, Arnob Ghosh, Vaneet Aggarwal
Optimized Portfolio Contracts for Bidding the Cloud. CoRR (2018)
Arnob Ghosh, Randall Berry, Vaneet Aggarwal
Spectrum Measurement Markets for Tiered Spectrum Access. ICC (2018)
Arnob Ghosh, Vaneet Aggarwal
Control of Charging of Electric Vehicles Through Menu-Based Pricing. IEEE Trans. Smart Grid 9 (6) (2018)
Arnob Ghosh, Randall A. Berry, Vaneet Aggarwal
Spectrum Measurement Markets for Tiered Spectrum Access. IEEE Trans. Cogn. Commun. Netw. 4 (4) (2018)
Arnob Ghosh, Vaneet Aggarwal, Hong Wan
Exchange of Renewable Energy among Prosumers using Blockchain with Dynamic Pricing. CoRR (2018)
Arnob Ghosh, Vaneet Aggarwal, Feng Qian
A Robust Algorithm for Tile-based 360-degree Video Streaming with Uncertain FoV Estimation. CoRR (2018)
Arnob Ghosh, Vaneet Aggarwal, Feng Qian
A Rate Adaptation Algorithm for Tile-based 360-degree Video Streaming. CoRR (2017)
Arnob Ghosh, Saswati Sarkar, Randall Berry
The Value of Side-Information in Secondary Spectrum Markets. IEEE J. Sel. Areas Commun. 35 (1) (2017)
Arnob Ghosh, Vaneet Aggarwal
Control of charging of electric vehicles through menu-based pricing under uncertainty. ICC (2017)
Arnob Ghosh, Vaneet Aggarwal
Menu-Based Pricing for Charging of Electric Vehicles with Vehicle-to-Grid Service. CoRR (2016)
Arnob Ghosh, Saswati Sarkar
Secondary spectrum oligopoly market over large locations. ITA (2016)
Arnob Ghosh, Vaneet Aggarwal
Control of Charging of Electric Vehicles through Menu-Based Pricing. CoRR (2016)
Arnob Ghosh, Saswati Sarkar, Randall Berry
Secondary Spectrum Market: To acquire or not to acquire Side Information? CoRR (2016)
Arnob Ghosh, Saswati Sarkar, Randall A. Berry
Secondary spectrum market: To acquire or not to acquire side information? ISIT (2016)
Piotr Wiecek, Eitan Altman, Arnob Ghosh
Mean-Field Game Approach to Admission Control of an M/M/∞ Queue with Shared Service Cost. Dyn. Games Appl. 6 (4) (2016)
Arnob Ghosh, Saswati Sarkar
Quality-Sensitive Price Competition in Secondary Market Spectrum Oligopoly - Single Location Game. IEEE/ACM Trans. Netw. 24 (3) (2016)
Arnob Ghosh, Saswati Sarkar
Strategic Interaction Among Different Entities in Internet of Things. CoRR (2015)
Arnob Ghosh, Laura Cottatellucci, Eitan Altman
Nash Equilibrium for Femto-Cell Power Allocation in HetNets with Channel Uncertainty. GLOBECOM (2015)
Arnob Ghosh, Laura Cottatellucci, Eitan Altman
Normalized Nash Equilibrium for Power Allocation in Cognitive Radio Networks. IEEE Trans. Cogn. Commun. Netw. 1 (1) (2015)
Arnob Ghosh, Laura Cottatellucci, Eitan Altman
Normalized nash equilibrium for power allocation in femto base stations in heterogeneous network. WiOpt (2015)
Arnob Ghosh, Saswati Sarkar
Pricing for profit in internet of things. ISIT (2015)
Arnob Ghosh, Saswati Sarkar
Quality sensitive price competition in spectrum oligopoly over multiple locations. CISS (2014)
Arnob Ghosh, Saswati Sarkar
Quality Sensitive Price Competition in Spectrum Oligopoly: Part II. CoRR (2014)
Arnob Ghosh, Saswati Sarkar
Quality Sensitive Price Competition in Spectrum Oligopoly: Part 1. CoRR (2014)
Piotr Wiecek, Eitan Altman, Arnob Ghosh
Mean-field game approach to admission control of an M/M/œ queue with decreasing congestion cost. NetGCooP (2014)
Arnob Ghosh, Saswati Sarkar
Quality sensitive price competition in spectrum oligopoly. ISIT (2013)
Arnob Ghosh, Saswati Sarkar
Quality Sensitive Price Competition in Spectrum Oligopoly CoRR (2013)
Arnob Ghosh, Swagatam Das, Aritra Chowdhury, Ritwik Giri
An improved differential evolution algorithm with fitness-based adaptation of the control parameters. Inf. Sci. 181 (18) (2011)
Arnob Ghosh, Swagatam Das, Aritra Chowdhury, Ritwik Giri
An ecologically inspired direct search method for solving optimal control problems with Bézier parameterization. Eng. Appl. Artif. Intell. 24 (7) (2011)
Aritra Chowdhury, Ritwik Giri, Arnob Ghosh, Swagatam Das, Ajith Abraham, Václav Snásel
Linear antenna array synthesis using fitness-adaptive differential evolution algorithm. IEEE Congress on Evolutionary Computation (2010)
Arnob Ghosh, Aritra Chowdhury, Ritwik Giri, Swagatam Das, Sanjoy Das
A fitness-based adaptation scheme for control parameters in differential evolution. GECCO (Companion) (2010)
Ritwik Giri, Aritra Chowdhury, Arnob Ghosh, Swagatam Das, Ajith Abraham, Václav Snásel
A Modified Invasive Weed Optimization Algorithm for training of feed- forward Neural Networks. SMC (2010)
Ritwik Giri, Arnob Ghosh, Aritra Chowdhury, Swagatam Das
Multi Sensor Fusion Using Fitness Adaptive Differential Evolution. SEMCCO (2010)
Arnob Ghosh, Ritwik Giri, Aritra Chowdhury, Swagatam Das, Ajith Abraham
Two-channel quadrature mirror bank filter design using a Fitness- Adaptive Differential Evolution algorithm. NaBIC (2010)
Ritwik Giri, Aritra Chowdhury, Arnob Ghosh, Bijaya K. Panigrahi, Swagatam Das
Offline Parameter Estimation of Induction Motor Using a Meta Heuristic Algorithm. SEMCCO (2010)
Aritra Chowdhury, Arnob Ghosh, Ritwik Giri, Swagatam Das
Electromagnetic Antenna Configuration Optimization Using Fitness Adaptive Differential Evolution. SEMCCO (2010)
Arnob Ghosh, Aritra Chowdhury, Ritwik Giri, Swagatam Das, Ajith Abraham
A hybrid evolutionary direct search technique for solving Optimal Control problems. HIS (2010)