Sample Efficient RL
Hardik Meisheri
ML Scientist
My research interests include Reinforcement Learning and Natural Language Processing.
Publications
Follow your Nose: Using General Value Functions for Directed Exploration in Reinforcement Learning
Exploration versus exploitation dilemma is a significant problem in reinforcement learning (RL), particularly in complex environments …
FoLaR: Foggy Latent Representations for Reinforcement Learning with Partial Observability
We propose a novel methodology for improving the rate and consistency of reinforcement learning in partially observable (foggy) …
