Methods

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 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 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 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 Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets NeurIPS 2023 Bi-Level Offline Policy Optimization with Limited Exploration NeurIPS 2023 Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning AAAI 2023 Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023 Boosting Multi-agent Reinforcement Learning via Contextual Prompting JMLR 2023 Boosting Multiagent Reinforcement Learning via Permutation Invariant and Permutation Equivariant Networks ICLR 2023