Akshat Kumar

Venues

Frequent coauthors

Papers

1. IOSTOM: Offline Imitation Learning from Observations via State Transition Occupancy Matching
   NeurIPS 2025 ·

   Quang Anh Pham

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2. Leveraging Constraint Violation Signals for Action Constrained Reinforcement Learning
   AAAI 2025 ·

   Janaka Chathuranga Brahmanage

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3. Offline Safe Reinforcement Learning Using Trajectory Classification
   AAAI 2025 ·

   Ze Gong

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4. ShipNaviSim: Data-Driven Simulation for Real-World Maritime Navigation
   AAMAS 2025 ·

   Quang Anh Pham

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5. Difference of Convex Functions Programming for Policy Optimization in Reinforcement Learning
   AAMAS 2024 · Akshat Kumar
6. Factored MDP based Moving Target Defense with Dynamic Threat Modeling
   AAMAS 2024 ·

   Megha Bose

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7. Unified Training of Universal Time Series Forecasting Transformers
   ICML 2024 ·

   Gerald Woo

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