2 papers
cs.LG2025
Learning Distinguishable Representations in Deep Q-Networks for Linear Transfer
Sooraj Sathish, Keshav Goyal, Raghuram Bharadwaj Diddigi
Deep Reinforcement Learning (RL) has demonstrated success in solving complex sequential decision-making problems by integrating neural networks with the RL framework. However, trai…
cs.GT2024
Auctioning Escape Permits for Multiple Correlated Pollutants Using CMRA
Keshav Goyal, Sooraj Sathish, Shrisha Rao
In the context of increasingly complex environmental challenges, effective pollution control mechanisms are crucial. By extending the state of the art auction mechanisms, we aim to…