Deep RL

Deterministic Value-Policy Gradients AAAI 2020 Dialog State Tracking with Reinforced Data Augmentation AAAI 2020 DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction NeurIPS 2020 Discount Factor as a Regularizer in Reinforcement Learning ICML 2020 Discrete Action On-Policy Learning with Action-Value Critic AISTATS 2020 Discretizing Continuous Action Space for On-Policy Optimization AAAI 2020 DISK: Learning local features with policy gradient NeurIPS 2020 Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020 DORB: Dynamically Optimizing Multiple Rewards with Bandits EMNLP 2020 Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games AAAI 2020 Dream to Control: Learning Behaviors by Latent Imagination ICLR 2020 Dual Policy Distillation IJCAI 2020 Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning EMNLP 2020 Dynamic Control of Stochastic Evolution: A Deep Reinforcement Learning Approach to Adaptively Targeting Emergent Drug Resistance JMLR 2020 Dynamic Face Video Segmentation via Reinforcement Learning CVPR 2020 Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising ICML 2020 Dynamic Regret of Policy Optimization in Non-Stationary Environments NeurIPS 2020 Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments AAAI 2020 Effective Diversity in Population Based Reinforcement Learning NeurIPS 2020 Efficient Deep Reinforcement Learning via Adaptive Policy Transfer IJCAI 2020 Efficiently Solving MDPs with Stochastic Mirror Descent ICML 2020 Efficient Model-Based Reinforcement Learning through Optimistic Policy Search and Planning NeurIPS 2020 Efficient Planning under Partial Observability with Unnormalized Q Functions and Spectral Learning AISTATS 2020 Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design NeurIPS 2020 Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020