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Artificial Intelligence
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Agent Systems
3885 directly classified papers
Papers per year
2002: 1
2003: 1
2006: 12
2007: 5
2008: 11
2009: 8
2010: 17
2011: 14
2012: 21
2013: 17
2014: 17
2015: 16
2016: 32
2017: 102
2018: 123
2019: 198
2020: 210
2021: 269
2022: 291
2023: 415
2024: 663
2025: 1077
2026: 365
Papers
Logarithmic Regret for Reinforcement Learning with Linear Function Approximation
ICML 2021
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk
EMNLP 2021
The Emergence of the Shape Bias Results from Communicative Efficiency
EMNLP 2021
“I’ll be there for you”: The One with Understanding Indirect Answers
EMNLP 2021
Language Models are Few-Shot Butlers
EMNLP 2021
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach
EMNLP 2021
Provably Correct Optimization and Exploration with Non-linear Policies
ICML 2021
Reinforcement Learning of Implicit and Explicit Control Flow Instructions
ICML 2021
DiSECt: A Differentiable Simulation Engine for Autonomous Robotic Cutting
RSS 2021
Ab Initio Particle-based Object Manipulation
RSS 2021
Surprisingly Robust In-Hand Manipulation: An Empirical Study
RSS 2021
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding
EMNLP 2021
Value Alignment Verification
ICML 2021
Unsupervised Skill Discovery with Bottleneck Option Learning
ICML 2021
Learning Instance-Level N-Ary Semantic Knowledge At Scale For Robots Operating in Everyday Environments
RSS 2021
Voting for the Right Answer: Adversarial Defense for Speaker Verification
INTERSPEECH 2021
Generalizable Episodic Memory for Deep Reinforcement Learning
ICML 2021
Modeling Human Helpfulness with Individual and Contextual Factors for Robot Planning
RSS 2021
Analysis of Eye Gaze Reasons and Gaze Aversions During Three-Party Conversations
INTERSPEECH 2021
Analysis of Language Change in Collaborative Instruction Following
EMNLP 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation
EMNLP 2021
Conversational Agent for Daily Living Assessment Coaching Demo
EACL 2021
Development of Conversational AI for Sleep Coaching Programme
EACL 2021
FAST: Financial News and Tweet Based Time Aware Network for Stock Trading
EACL 2021
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds
NAACL 2021
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