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Home/Authors/Dileep Kalathil

Dileep Kalathil

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:44 AM AMS

7

papers

303

total citations

papers (7)

Robust Reinforcement Learning using Offline Data

NEURIPS 2022arXiv

Learning Policies with Zero or Bounded Constraint Violation for Constrained MDPs

NEURIPS 2021arXiv

Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation

NEURIPS 2023arXiv

DOPE: Doubly Optimistic and Pessimistic Exploration for Safe Reinforcement Learning

NEURIPS 2022arXiv

Anchor-Changing Regularized Natural Policy Gradient for Multi-Objective Reinforcement Learning

NEURIPS 2022arXiv

Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems

Enhanced Meta Reinforcement Learning via Demonstrations in Sparse Reward Environments