1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.LG2021
GAN-Based Interactive Reinforcement Learning from Demonstration and Human Evaluative Feedback
Jie Huang, Rongshun Juan, Randy Gomez +4
Deep reinforcement learning (DRL) has achieved great successes in many simulated tasks. The sample inefficiency problem makes applying traditional DRL methods to real-world robots…
cs.CL2020
Collaborative Storytelling with Large-scale Neural Language Models
Eric Nichols, Leo Gao, Randy Gomez
Storytelling plays a central role in human socializing and entertainment. However, much of the research on automatic storytelling generation assumes that stories will be generated…
cs.AI2019★ 1 cited
Improving Interactive Reinforcement Agent Planning with Human Demonstration
Guangliang Li, Randy Gomez, Keisuke Nakamura +3
TAMER has proven to be a powerful interactive reinforcement learning method for allowing ordinary people to teach and personalize autonomous agents' behavior by providing evaluativ…