Pradeep Varakantham

7

Papers

5

Total Citations

1

Affiliations

Affiliations

Singapore Management University

Papers (7)

Reward Penalties on Augmented States for Solving Richly Constrained RL Effectively

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

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

Offline Safe Reinforcement Learning Using Trajectory Classification

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