Reinforcement Learning

Counterfactual Programming for Optimal Control L4DC 2020 Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach AAAI 2020 Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation EMNLP 2020 Data-Driven Market-Making via Model-Free Learning IJCAI 2020 Deep Conservative Policy Iteration AAAI 2020 Deep Drone Acrobatics RSS 2020 Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization AAAI 2020 Deep Reinforcement Learning with Robust and Smooth Policy ICML 2020 Deterministic Value-Policy Gradients AAAI 2020 Dialogue Response Ranking Training with Large-Scale Human Feedback Data EMNLP 2020 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020 Don’t Read Too Much Into It: Adaptive Computation for Open-Domain Question Answering EMNLP 2020 Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games AAAI 2020 Double Reinforcement Learning for Efficient and Robust Off-Policy Evaluation ICML 2020 Dual Policy Distillation IJCAI 2020 Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising ICML 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 Object Detection in Large Images Using Deep Reinforcement Learning WACV 2020 Emergent Real-World Robotic Skills via Unsupervised Off-Policy Reinforcement Learning RSS 2020 End-to-End Model-Free Reinforcement Learning for Urban Driving Using Implicit Affordances CVPR 2020 Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions ICML 2020 Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 2020 ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract) AAAI 2020 Evaluating the Performance of Reinforcement Learning Algorithms ICML 2020