Deep RL

Constrained Reinforcement Learning in Hard Exploration Problems AAAI 2023 Context-Aware Deep Reinforcement Learning for Autonomous Robotic Navigation in Unknown Area CoRL 2023 Continual Task Allocation in Meta-Policy Network via Sparse Prompting ICML 2023 ContraBAR: Contrastive Bayes-Adaptive Deep RL ICML 2023 Contrastive Learning and Reward Smoothing for Deep Portfolio Management IJCAI 2023 Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NeurIPS 2023 Contrastive Value Learning: Implicit Models for Simple Offline RL CoRL 2023 Controlling Neural Style Transfer with Deep Reinforcement Learning IJCAI 2023 Convergence of Actor-Critic with Multi-Layer Neural Networks NeurIPS 2023 Convex Reinforcement Learning in Finite Trials JMLR 2023 Co-optimization of Morphology and Behavior of Modular Robots via Hierarchical Deep Reinforcement Learning RSS 2023 Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees AISTATS 2023 CORL: Research-oriented Deep Offline Reinforcement Learning Library NeurIPS 2023 Corruption-Robust Algorithms with Uncertainty Weighting for Nonlinear Contextual Bandits and Markov Decision Processes ICML 2023 Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards CVPR 2023 CQM: Curriculum Reinforcement Learning with a Quantized World Model NeurIPS 2023 Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023 Critic-Guided Decoding for Controlled Text Generation ACL 2023 CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing IJCAI 2023 Cross-Episodic Curriculum for Transformer Agents NeurIPS 2023 Crystal: Introspective Reasoners Reinforced with Self-Feedback EMNLP 2023 CT-DQN: Control-Tutored Deep Reinforcement Learning L4DC 2023 Curiosity-Driven Learning of Joint Locomotion and Manipulation Tasks CoRL 2023 Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments ICML 2023 Curious Replay for Model-based Adaptation ICML 2023