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Agent Systems

3,885 papers

Papers per year

Papers

Approximate Function Evaluation via Multi-Armed Bandits AISTATS 2022
Learning Bimanual Scooping Policies for Food Acquisition CORL 2022
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets NIPS 2022
Introducing Symmetries to Black Box Meta Reinforcement Learning AAAI 2022
Understanding Dynamic Tactile Sensing for Liquid Property Estimation RSS 2022
You Only Live Once: Single-Life Reinforcement Learning NIPS 2022
Don’t Copy the Teacher: Data and Model Challenges in Embodied Dialogue EMNLP 2022
Near-optimal Thompson sampling-based algorithms for differentially private stochastic bandits UAI 2022
HOP: History-and-Order Aware Pre-Training for Vision-and-Language Navigation CVPR 2022
Pre-Trained Language Models for Interactive Decision-Making NIPS 2022
Language Acquisition through Intention Reading and Pattern Finding COLING 2022
Transformer-based Localization from Embodied Dialog with Large-scale Pre-training AACL 2022
See, Hear, and Feel: Smart Sensory Fusion for Robotic Manipulation CORL 2022
ValueNet: A New Dataset for Human Value Driven Dialogue System AAAI 2022
Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support EMNLP 2022
Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis NIPS 2022
Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems NIPS 2022
Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play EMNLP 2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL 2022
VECA: A New Benchmark and Toolkit for General Cognitive Development AAAI 2022
Learning-based Optimisation of Particle Accelerators Under Partial Observability Without Real-World Training ICML 2022
How to Stay Curious while avoiding Noisy TVs using Aleatoric Uncertainty Estimation ICML 2022
iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control AAAI 2022
Action-modulated midbrain dopamine activity arises from distributed control policies NIPS 2022
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs NIPS 2022