Few-Shot Bayesian Imitation Learning with Logical Program Policies

Few-Shot Bayesian Imitation Learning with Logical Program Policies

12 April 2019

Kelsey R. Allen

Alexander K. Lew

Papers citing "Few-Shot Bayesian Imitation Learning with Logical Program Policies"

12 / 12 papers shown

Title
Relational decomposition for program synthesis Céline Hocquette Andrew Cropper 39 4 0 22 Aug 2024
Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search Max Liu Chan-Hung Yu Wei-Hsu Lee Cheng-Wei Hung Yen-Chun Chen Shao-Hua Sun 55 4 0 26 May 2024
Discrete Natural Evolution Strategies Ahmad Ayaz Amin 22 0 0 30 Mar 2024
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling D. Dhami Kristian Kersting NAI 29 6 0 03 Jul 2023
Explainable Deep Reinforcement Learning: State of the Art and Challenges G. Vouros XAI 50 76 0 24 Jan 2023
Learning Neuro-symbolic Programs for Language Guided Robot Manipulation Namasivayam Kalithasan H. Singh Vishal Bindal Arnav Tuli Vishwajeet Agrawal Rahul Jain Parag Singla Rohan Paul LM&Ro 19 15 0 12 Nov 2022
Automatic Discovery and Description of Human Planning Strategies Julian Skirzyñski Y. Jain Falk Lieder 25 1 0 29 Sep 2021
Target Languages (vs. Inductive Biases) for Learning to Act and Plan Hector Geffner 36 6 0 15 Sep 2021
Learning to Synthesize Programs as Interpretable and Generalizable Policies Dweep Trivedi Jesse Zhang Shao-Hua Sun Joseph J. Lim NAI 9 71 0 31 Aug 2021
Supervised Bayesian Specification Inference from Demonstrations Ankit J. Shah Pritish Kamath Shen Li Patrick L. Craven Kevin J. Landers Kevin B. Oden J. Shah 25 3 0 06 Jul 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics Catherine Wong Kevin Ellis J. Tenenbaum Jacob Andreas 13 54 0 18 Jun 2021
Automatic Discovery of Interpretable Planning Strategies Julian Skirzyñski Frederic Becker Falk Lieder 13 15 0 24 May 2020