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Agent Systems

3885 directly classified papers

Papers per year

Papers

MushroomRL: Simplifying Reinforcement Learning Research JMLR 2021

Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking ACL 2021

Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance EMNLP 2021

NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue EMNLP 2021

Differentiable Simulation of Soft Multi-body Systems NIPS 2021

Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models NIPS 2021

Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation NIPS 2021

Interesting Object, Curious Agent: Learning Task-Agnostic Exploration NIPS 2021

Machine versus Human Attention in Deep Reinforcement Learning Tasks NIPS 2021

Semantic Audio-Visual Navigation CVPR 2021

Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy EMNLP 2021

Transferable Persona-Grounded Dialogues via Grounded Minimal Edits EMNLP 2021

Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System EMNLP 2021

Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy EMNLP 2021

Controllable Semantic Parsing via Retrieval Augmentation EMNLP 2021

Symbol Grounding and Task Learning from Imperfect Corrections ACL 2021

Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 2021

[RETRACTED] WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue ACL 2021

A DQN-based Approach to Finding Precise Evidences for Fact Verification ACL 2021

Transferable Dialogue Systems and User Simulators ACL 2021

Towards Navigation by Reasoning over Spatial Configurations ACL 2021

SHAPELURN: An Interactive Language Learning Game with Logical Inference ACL 2021

Agenda Pushing in Email to Thwart Phishing ACL 2021

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World ACL 2021

BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior Trees AAAI 2021