Reinforcement Learning

Data Augmentation with Dual Training for Offensive Span Detection NAACL 2022 Decentralized Mean Field Games AAAI 2022 Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning NeurIPS 2022 Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022 DECORE: Deep Compression With Reinforcement Learning CVPR 2022 Deep Generalized Schrödinger Bridge NeurIPS 2022 Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs AAAI 2022 Defining and Characterizing Reward Gaming NeurIPS 2022 Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts COLING 2022 Differentially Private Regret Minimization in Episodic Markov Decision Processes AAAI 2022 Dimensionality Reduction and Prioritized Exploration for Policy Search AISTATS 2022 DiPS: Differentiable Policy for Sketching in Recommender Systems AAAI 2022 Direct Advantage Estimation NeurIPS 2022 Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022 Discovered Policy Optimisation NeurIPS 2022 Distinguishing Learning Rules with Brain Machine Interfaces NeurIPS 2022 Distributional Reinforcement Learning for Risk-Sensitive Policies NeurIPS 2022 DNA: Proximal Policy Optimization with a Dual Network Architecture NeurIPS 2022 Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions NeurIPS 2022 Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning ICML 2022 Dropout Q-Functions for Doubly Efficient Reinforcement Learning ICLR 2022 Dynamic Incentive Mechanism Design for COVID-19 Social Distancing AAAI 2022 Dynamic Inverse Reinforcement Learning for Characterizing Animal Behavior NeurIPS 2022 Dynamics-Aware Comparison of Learned Reward Functions ICLR 2022 DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents NAACL 2022