conftrace_

reward learning

68 papers

Explore in graph

Co-occurring keywords

inverse reinforcement learning (205) reinforcement learning (4352) preference learning (418) human feedback (161) reward function (291) active learning (1301) imitation learning (744) reinforcement learning from human feedback (278) policy learning (702) robot manipulation (262)

Papers

Reward-rational (implicit) choice: A unifying formalism for reward learning NIPS 2020
Scaling data-driven robotics with reward sketching and batch reinforcement learning RSS 2020
Active Preference-Based Gaussian Process Regression for Reward Learning RSS 2020
Learning from Suboptimal Demonstration via Self-Supervised Reward Regression CORL 2020
Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019
Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019
Learning Reward Functions by Integrating Human Demonstrations and Preferences RSS 2019
Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation IJCAI 2019
Asking Easy Questions: A User-Friendly Approach to Active Reward Learning CORL 2019
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning ICML 2018
Learning Task Specifications from Demonstrations NIPS 2018
Reward Learning From Narrated Demonstrations CVPR 2018
Reward learning from human preferences and demonstrations in Atari NIPS 2018
Multimodal Storytelling via Generative Adversarial Imitation Learning IJCAI 2017
Active Preference-Based Learning of Reward Functions RSS 2017
Active Reward Learning RSS 2014
Inverse Reinforcement Learning through Structured Classification NIPS 2012
Nonlinear Inverse Reinforcement Learning with Gaussian Processes NIPS 2011