Reinforcement Learning

Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning NeurIPS 2023 Improving Vision-and-Language Navigation by Generating Future-View Image Semantics CVPR 2023 Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023 Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills NeurIPS 2023 Instructing Goal-Conditioned Reinforcement Learning Agents with Temporal Logic Objectives NeurIPS 2023 KURL: A Knowledge-Guided Reinforcement Learning Model for Active Object Tracking ACML 2023 Latent State Marginalization as a Low-cost Approach for Improving Exploration ICLR 2023 Latent Variable Representation for Reinforcement Learning ICLR 2023 Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023 Learning About Progress From Experts ICLR 2023 Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward ICLR 2023 Learning Explicit Credit Assignment for Cooperative Multi-Agent Reinforcement Learning via Polarization Policy Gradient AAAI 2023 Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning AAAI 2023 Learning Simultaneous Navigation and Construction in Grid Worlds ICLR 2023 Learning to Discover Skills through Guidance NeurIPS 2023 Learning to Modulate pre-trained Models in RL NeurIPS 2023 Learning Uncertainty for Unknown Domains with Zero-Target-Assumption ICLR 2023 Learning World Models with Identifiable Factorization NeurIPS 2023 Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased ICLR 2023 Lending Interaction Wings to Recommender Systems with Conversational Agents NeurIPS 2023 lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023 Local Explanations for Reinforcement Learning AAAI 2023 LS-IQ: Implicit Reward Regularization for Inverse Reinforcement Learning ICLR 2023 MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection ICLR 2023 Maximum State Entropy Exploration using Predecessor and Successor Representations NeurIPS 2023