Abhijit Gosavi

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 6

Top Topics

Infinite Horizon

Reinforcement Learning

Top Venues

Complex Adaptive Systems

Int. J. Gen. Syst.

Int. J. Autom. Comput.

Publications

Carlos Chaves, Abhijit Gosavi
On general multi-server queues with non-poisson arrivals and medium traffic: a new approximation and a COVID-19 ventilator case study. Oper. Res. 22 (5) (2022)
Abhijit Gosavi, Giacomo Fraioli, Lesley H. Sneed, Nathaniel Tasker
Discrete-Event-Based Simulation Model for Performance Evaluation of Post-Earthquake Restoration in a Smart City. IEEE Trans. Engineering Management 67 (3) (2020)
Abhijit Gosavi
The Actor-Critic Algorithm for Infinite Horizon Discounted Cost Revisited. WSC (2020)
Ryan J. Lawhead, Abhijit Gosavi
A bounded actor-critic reinforcement learning algorithm applied to airline revenue management. Eng. Appl. Artif. Intell. 82 (2019)
Abhijit Gosavi, Siddhartha Agarwal, Cihan H. Dagli
Predicting Response of Risk-Seeking Systems During Project Negotiations in a System of Systems. IEEE Syst. J. 11 (3) (2017)
Abhijit Gosavi, Anish Parulekar
Solving Markov decision processes with downside risk adjustment. Int. J. Autom. Comput. 13 (3) (2016)
Abhijit Gosavi
Analyzing Responses from Likert Surveys and Risk-adjusted Ranking: A Data Analytics Perspective. Complex Adaptive Systems (2015)
Abhijit Gosavi
How to Rein in the Volatile Actor: A New Bounded Perspective. Complex Adaptive Systems (2014)
Abhijit Gosavi
Variance-penalized Markov decision processes: dynamic programming and reinforcement learning techniques. Int. J. Gen. Syst. 43 (6) (2014)
Abhijit Gosavi, Sajal K. Das, Susan L. Murray
Beyond exponential utility functions: A variance-adjusted approach for risk-averse reinforcement learning. ADPRL (2014)
Abhijit Gosavi
Relative value iteration for average reward semi-Markov control via simulation. WSC (2013)
Abhijit Gosavi
Approximate Policy Iteration for Markov Control Revisited. Complex Adaptive Systems (2012)
Aykut F. Kahraman, Abhijit Gosavi
On the distribution of the number stranded in bulk-arrival, bulk-service queues of the M/G/1 form. Eur. J. Oper. Res. 212 (2) (2011)
Abhijit Gosavi, Mandar Purohit
Stochastic policy search for variance-penalized semi-Markov control. WSC (2011)
Abhijit Gosavi
Approximate Policy Iteration for Semi-Markov Control Revisited. Complex Adaptive Systems (2011)
Abhijit Gosavi, Susan L. Murray, Jiaqiao Hu
Model-building semi-Markov adaptive critics. ADPRL (2011)
Abhijit Gosavi
Finite horizon Markov control with one-step variance penalties. Allerton (2010)
Abhijit Gosavi
Reinforcement Learning: A Tutorial Survey and Recent Advances. INFORMS J. Comput. 21 (2) (2009)
Abhijit Gosavi
Reinforcement Learning for Model Building and Variance-penalized Control. WSC (2009)
Abhijit Gosavi
On step sizes, stochastic shortest paths, and survival probabilities in Reinforcement Learning. WSC (2008)
Aykut F. Kahraman, Abhijit Gosavi, Karla J. Oty
Stochastic Modeling of an Automated Guided Vehicle System With One Vehicle and a Closed-Loop Path. IEEE Trans Autom. Sci. Eng. 5 (3) (2008)
Abhijit Gosavi, Emrah Ozkaya, Aykut F. Kahraman
Simulation optimization for revenue management of airlines with cancellations and overbooking. OR Spectr. 29 (1) (2007)
Ganesh Subramaniam, Abhijit Gosavi
Simulation-based optimisation for material dispatching in Vendor-Managed Inventory systems. Int. J. Simul. Process. Model. 3 (4) (2007)
Abhijit Gosavi
Boundedness of iterates in Q-Learning. Syst. Control. Lett. 55 (4) (2006)
Abhijit Gosavi
A risk-sensitive approach to total productive maintenance. Autom. 42 (8) (2006)
Abhijit Gosavi
Reinforcement learning for long-run average cost. Eur. J. Oper. Res. 155 (3) (2004)
Abhijit Gosavi
A Reinforcement Learning Algorithm Based on Policy Iteration for Average Reward: Empirical Results with Yield Management and Convergence Analysis. Mach. Learn. 55 (1) (2004)
Ganesh Subramaniam, Abhijit Gosavi
Simulation-Based Optimization for Material Dispatching in a Retailer Network. WSC (2004)