Reinforcement Learning

Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021 Evaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract) AAAI 2021 Evaluation of Human-AI Teams for Learned and Rule-Based Agents in Hanabi NeurIPS 2021 Evaluations of the Gap between Supervised and Reinforcement Lifelong Learning on Robotic Manipulation Tasks CoRL 2021 Evolution Gym: A Large-Scale Benchmark for Evolving Soft Robots NeurIPS 2021 Evolving Reinforcement Learning Algorithms ICLR 2021 Exact Asymptotics for Linear Quadratic Adaptive Control JMLR 2021 Example-Driven Model-Based Reinforcement Learning for Solving Long-Horizon Visuomotor Tasks CoRL 2021 Expected Eligibility Traces AAAI 2021 Explaining fast improvement in online imitation learning UAI 2021 Explicable Reward Design for Reinforcement Learning Agents NeurIPS 2021 Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation EACL 2021 Exploiting Opponents Under Utility Constraints in Sequential Games NeurIPS 2021 Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021 Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework AAAI 2021 Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality NeurIPS 2021 Exploration-Exploitation in Multi-Agent Learning: Catastrophe Theory Meets Game Theory AAAI 2021 Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning ICML 2021 Exploration of Unknown Environments Using Deep Reinforcement Learning AAAI 2021 Exploration via State influence Modeling AAAI 2021 Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models AISTATS 2021 Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021 Exploring Supervised and Unsupervised Rewards in Machine Translation EACL 2021 Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning NeurIPS 2021 Extending Policy Shaping to Continuous State Spaces (Student Abstract) AAAI 2021