Applications

Enhancing Policy Gradient Algorithms with Search in Imperfect Information Games IJCAI 2024 Enhancing Robotics with Cognitive Capabilities AAAI 2024 Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach NeurIPS 2024 EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization AAAI 2024 EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes NeurIPS 2024 Ethics in Action: Training Reinforcement Learning Agents for Moral Decision-making In Text-based Adventure Games AISTATS 2024 Evaluating Real-World Robot Manipulation Policies in Simulation CoRL 2024 Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024 Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception CVPR 2024 Evolution and learning in differentiable robots RSS 2024 EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search ICML 2024 Excluding the Irrelevant: Focusing Reinforcement Learning through Continuous Action Masking NeurIPS 2024 Expected flow networks in stochastic environments and two-player zero-sum games ICLR 2024 Expert Proximity as Surrogate Rewards for Single Demonstration Imitation Learning ICML 2024 Exploration by Optimization with Hybrid Regularizers: Logarithmic Regret with Adversarial Robustness in Partial Monitoring ICML 2024 Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning NeurIPS 2024 Expressive Whole-Body Control for Humanoid Robots RSS 2024 FactorSim: Generative Simulation via Factorized Representation NeurIPS 2024 Fast Peer Adaptation with Context-aware Exploration ICML 2024 Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization JMLR 2024 Feasible Reachable Policy Iteration ICML 2024 Federated Ensemble-Directed Offline Reinforcement Learning NeurIPS 2024 Feint Behaviors and Strategies: Formalization, Implementation and Evaluation NeurIPS 2024 FetchBench: A Simulation Benchmark for Robot Fetching CoRL 2024 FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning ICML 2024