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Agent Systems

3,885 papers

Papers per year

Papers

Action-modulated midbrain dopamine activity arises from distributed control policies NIPS 2022
Biologically Inspired Dynamic Thresholds for Spiking Neural Networks NIPS 2022
Grounded Reinforcement Learning: Learning to Win the Game under Human Commands NIPS 2022
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs NIPS 2022
Neural Stochastic Control NIPS 2022
Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems NIPS 2022
A Near-Optimal Primal-Dual Method for Off-Policy Learning in CMDP NIPS 2022
HandMeThat: Human-Robot Communication in Physical and Social Environments NIPS 2022
EAGER: Asking and Answering Questions for Automatic Reward Shaping in Language-guided RL NIPS 2022
Interaction-Grounded Learning with Action-Inclusive Feedback NIPS 2022
You Only Live Once: Single-Life Reinforcement Learning NIPS 2022
Decentralized, Communication- and Coordination-free Learning in Structured Matching Markets NIPS 2022
When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning NIPS 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge NIPS 2022
The price of unfairness in linear bandits with biased feedback NIPS 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents NIPS 2022
CAESAR: An Embodied Simulator for Generating Multimodal Referring Expression Datasets NIPS 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NIPS 2022
Dungeons and Data: A Large-Scale NetHack Dataset NIPS 2022
Optimal Dynamic Regret in LQR Control NIPS 2022
Learn what matters: cross-domain imitation learning with task-relevant embeddings NIPS 2022
The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design NIPS 2022
Learning General World Models in a Handful of Reward-Free Deployments NIPS 2022
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NIPS 2022
Model-Based Opponent Modeling NIPS 2022