Methods

Differentially Private Regret Minimization in Episodic Markov Decision Processes AAAI 2022 Dimensionality Reduction and Prioritized Exploration for Policy Search AISTATS 2022 DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems NeurIPS 2022 Direct Advantage Estimation NeurIPS 2022 Direct Behavior Specification via Constrained Reinforcement Learning ICML 2022 Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching ICLR 2022 Discovered Policy Optimisation NeurIPS 2022 Discrete Compositional Representations as an Abstraction for Goal Conditioned Reinforcement Learning NeurIPS 2022 Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations ICML 2022 Disentangling Sources of Risk for Distributional Multi-Agent Reinforcement Learning ICML 2022 Disentangling Transfer in Continual Reinforcement Learning NeurIPS 2022 Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes AAAI 2022 Distributed Control using Reinforcement Learning with Temporal-Logic-Based Reward Shaping L4DC 2022 Distributed Influence-Augmented Local Simulators for Parallel MARL in Large Networked Systems NeurIPS 2022 Distributed Inverse Constrained Reinforcement Learning for Multi-agent Systems NeurIPS 2022 Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning ICML 2022 Distributionally Adaptive Meta Reinforcement Learning NeurIPS 2022 Distributionally Robust Q-Learning ICML 2022 Distributional Reinforcement Learning for Risk-Sensitive Policies NeurIPS 2022 Distributional Reinforcement Learning with Monotonic Splines ICLR 2022 Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NeurIPS 2022 Divergence-Regularized Multi-Agent Actor-Critic ICML 2022 DNA: Proximal Policy Optimization with a Dual Network Architecture NeurIPS 2022 DNS: Determinantal Point Process Based Neural Network Sampler for Ensemble Reinforcement Learning ICML 2022 Document-level Event Factuality Identification via Reinforced Multi-Granularity Hierarchical Attention Networks IJCAI 2022