Reinforcement Learning

Reinforcement Learning of Implicit and Explicit Control Flow Instructions ICML 2021 Reinforcement Learning of Sequential Price Mechanisms AAAI 2021 Reinforcement Learning Under Moral Uncertainty ICML 2021 Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation AAAI 2021 Reinforcement Learning with Trajectory Feedback AAAI 2021 Relative Variational Intrinsic Control AAAI 2021 Resilient Multi-Agent Reinforcement Learning with Adversarial Value Decomposition AAAI 2021 [RETRACTED] WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue ACL 2021 Revisiting Peng’s Q($λ$) for Modern Reinforcement Learning ICML 2021 Reward based Hebbian Learning in Direct Feedback Alignment (Student Abstract) AAAI 2021 Reward Biased Maximum Likelihood Estimation for Reinforcement Learning L4DC 2021 Reward is enough for convex MDPs NeurIPS 2021 Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization EMNLP 2021 Risk-Sensitive Reinforcement Learning with Function Approximation: A Debiasing Approach ICML 2021 RL for Latent MDPs: Regret Guarantees and a Lower Bound NeurIPS 2021 Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch NeurIPS 2021 Robust Policy Gradient against Strong Data Corruption ICML 2021 Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation AAAI 2021 Robust Reinforcement Learning: A Constrained Game-theoretic Approach L4DC 2021 Robust Reinforcement Learning using Least Squares Policy Iteration with Provable Performance Guarantees ICML 2021 Safe Reinforcement Learning Using Advantage-Based Intervention ICML 2021 Safe Reinforcement Learning via Statistical Model Predictive Shielding RSS 2021 Safe Reinforcement Learning with Linear Function Approximation ICML 2021 Safe Reinforcement Learning with Natural Language Constraints NeurIPS 2021 SAINT-ACC: Safety-Aware Intelligent Adaptive Cruise Control for Autonomous Vehicles Using Deep Reinforcement Learning ICML 2021