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Agent Systems

3885 directly classified papers

Papers per year

Papers

Online Robust Control of Nonlinear Systems with Large Uncertainty AISTATS 2021
Abstract Value Iteration for Hierarchical Reinforcement Learning AISTATS 2021
Duplex Conversation in Outbound Agent System INTERSPEECH 2021
Interaction-Grounded Learning ICML 2021
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism ICML 2021
Contextual Constrained Learning for Dose-Finding Clinical Trials AISTATS 2020
What Is It You Really Want of Me? Generalized Reward Learning with Biased Beliefs about Domain Dynamics AAAI 2020
An Imitation from Observation Approach to Transfer Learning with Dynamics Mismatch NIPS 2020
Few-shot Natural Language Generation for Task-Oriented Dialog EMNLP 2020
Value Preserving State-Action Abstractions AISTATS 2020
Asynchronous Coagent Networks ICML 2020
Domain Adaptive Imitation Learning ICML 2020
Generalization to New Actions in Reinforcement Learning ICML 2020
Adversarial Fence Patrolling: Non-Uniform Policies for Asymmetric Environments AAAI 2020
A Natural Lottery Ticket Winner: Reinforcement Learning with Ordinary Neural Circuits ICML 2020
Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions ICML 2020
Fiduciary Bandits ICML 2020
Inductive-bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters ICML 2020
Learning to Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning ICML 2020
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control ICML 2020
Fit2Form: 3D Generative Model for Robot Gripper Form Design CORL 2020
Rationally Inattentive Inverse Reinforcement Learning Explains YouTube Commenting Behavior JMLR 2020
What can I do here? A Theory of Affordances in Reinforcement Learning ICML 2020
Active World Model Learning with Progress Curiosity ICML 2020
Stabilizing Transformers for Reinforcement Learning ICML 2020