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Agent Systems

3885 directly classified papers

Papers per year

Papers

Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings MLHC 2021
The Value of Information When Deciding What to Learn NIPS 2021
Neural Hybrid Automata: Learning Dynamics With Multiple Modes and Stochastic Transitions NIPS 2021
Parallelizing Thompson Sampling NIPS 2021
MOMA: Multi-Object Multi-Actor Activity Parsing NIPS 2021
Fitting summary statistics of neural data with a differentiable spiking network simulator NIPS 2021
Width-based Lookaheads with Learnt Base Policies and Heuristics Over the Atari-2600 Benchmark NIPS 2021
You Are the Best Reviewer of Your Own Papers: An Owner-Assisted Scoring Mechanism NIPS 2021
Meta-Adaptive Nonlinear Control: Theory and Algorithms NIPS 2021
A mechanistic multi-area recurrent network model of decision-making NIPS 2021
Adaptable Agent Populations via a Generative Model of Policies NIPS 2021
Online Robust Reinforcement Learning with Model Uncertainty NIPS 2021
Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble NIPS 2021
When Is Generalizable Reinforcement Learning Tractable? NIPS 2021
Inverse Optimal Control Adapted to the Noise Characteristics of the Human Sensorimotor System NIPS 2021
MADE: Exploration via Maximizing Deviation from Explored Regions NIPS 2021
Compositional Reinforcement Learning from Logical Specifications NIPS 2021
Curriculum Learning for Vision-and-Language Navigation NIPS 2021
Heuristic-Guided Reinforcement Learning NIPS 2021
Safe Reinforcement Learning with Natural Language Constraints NIPS 2021
Contrastive Active Inference NIPS 2021
MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents NIPS 2021
Reinforcement Learning with State Observation Costs in Action-Contingent Noiselessly Observable Markov Decision Processes NIPS 2021
Neural optimal feedback control with local learning rules NIPS 2021
On Joint Learning for Solving Placement and Routing in Chip Design NIPS 2021