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Agent Systems

3,885 papers

Papers per year

Papers

Rule Based Event Extraction for Artificial Social Intelligence COLING 2022
Can Humans Be out of the Loop? CLEAR 2022
On the Learning Mechanisms in Physical Reasoning NIPS 2022
Relational Reasoning via Set Transformers: Provable Efficiency and Applications to MARL NIPS 2022
Towards Versatile Embodied Navigation NIPS 2022
Learning large Bayesian networks with expert constraints UAI 2022
Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes ICML 2022
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection AAAI 2022
Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022
Oh My Mistake!: Toward Realistic Dialogue State Tracking including Turnback Utterances EMNLP 2022
Learning Not to Learn: Nature versus Nurture In Silico AAAI 2022
INQUIRE: INteractive Querying for User-aware Informative REasoning CORL 2022
Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5 EMNLP 2022
When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning NIPS 2022
Safe Control with Neural Network Dynamic Models L4DC 2022
Consent as a Foundation for Responsible Autonomy AAAI 2022
Learning-Enabled Robust Control with Noisy Measurements L4DC 2022
Emergence of Hierarchical Reference Systems in Multi-agent Communication COLING 2022
BusyBot: Learning to Interact, Reason, and Plan in a BusyBoard Environment CORL 2022
Evo-NeRF: Evolving NeRF for Sequential Robot Grasping of Transparent Objects CORL 2022
Detecting Incorrect Visual Demonstrations for Improved Policy Learning CORL 2022
Plausibility Reasoning via Projected Answer Set Counting - A Hybrid Approach IJCAI 2022
Robust Online Control with Model Misspecification L4DC 2022
Engineering Socially-Oriented Autonomous Agents and Multiagent Systems IJCAI 2022
Global Optimality and Finite Sample Analysis of Softmax Off-Policy Actor Critic under State Distribution Mismatch JMLR 2022