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Home/Authors/Pradeep Varakantham

Pradeep Varakantham

1

Affiliations

Affiliations

Singapore Management University

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 14, 2026, 11:22 PM AMS

9

papers

39

total citations

papers (9)

Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning

NEURIPS 2023arXiv

Imitate the Good and Avoid the Bad: An Incremental Approach to Safe Reinforcement Learning

Offline Safe Reinforcement Learning Using Trajectory Classification

On Generalization Across Environments In Multi-Objective Reinforcement Learning

Semantic Loss Guided Data Efficient Supervised Fine Tuning for Safe Responses in LLMs

Reward Penalties on Augmented States for Solving Richly Constrained RL Effectively

On Minimizing Adversarial Counterfactual Error in Adversarial Reinforcement Learning

Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training

Marginal Benefit Driven RL Teacher for Unsupervised Environment Design