Reinforcement Learning

Autonomous Exploration for Navigating in MDPs Using Blackbox RL Algorithms IJCAI 2023 Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback CoRL 2023 Avoiding Lingering in Learning Active Recognition by Adversarial Disturbance WACV 2023 Bandit Social Learning under Myopic Behavior NeurIPS 2023 BarlowRL: Barlow Twins for Data-Efficient Reinforcement Learning ACML 2023 Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space NeurIPS 2023 Bayesian Reparameterization of Reward-Conditioned Reinforcement Learning with Energy-based Models ICML 2023 Bayesian Risk-Averse Q-Learning with Streaming Observations NeurIPS 2023 BC-IRL: Learning Generalizable Reward Functions from Demonstrations ICLR 2023 Behavior Alignment via Reward Function Optimization NeurIPS 2023 Behavioral Learning in Security Games: Threat of Multi-Step Manipulative Attacks AAAI 2023 Behavior Estimation from Multi-Source Data for Offline Reinforcement Learning AAAI 2023 Behavior Proximal Policy Optimization ICLR 2023 Behavior Retrieval: Few-Shot Imitation Learning by Querying Unlabeled Datasets RSS 2023 Belief Projection-Based Reinforcement Learning for Environments with Delayed Feedback NeurIPS 2023 Bellman Meets Hawkes: Model-Based Reinforcement Learning via Temporal Point Processes AAAI 2023 Benchmarking Constraint Inference in Inverse Reinforcement Learning ICLR 2023 Benchmarking Offline Reinforcement Learning on Real-Robot Hardware ICLR 2023 Be Selfish, But Wisely: Investigating the Impact of Agent Personality in Mixed-Motive Human-Agent Interactions EMNLP 2023 Best of Both Worlds Policy Optimization ICML 2023 Better Training of GFlowNets with Local Credit and Incomplete Trajectories ICML 2023 Beyond Black-Box Advice: Learning-Augmented Algorithms for MDPs with Q-Value Predictions NeurIPS 2023 Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic ICML 2023 Beyond Reward: Offline Preference-guided Policy Optimization ICML 2023 Beyond Strict Competition: Approximate Convergence of Multi-agent Q-Learning Dynamics IJCAI 2023