Reinforcement Learning

Boosted Off-Policy Learning AISTATS 2023 Bootstrapped Representations in Reinforcement Learning ICML 2023 Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance CoRL 2023 CLUTR: Curriculum Learning via Unsupervised Task Representation Learning ICML 2023 Competition, Alignment, and Equilibria in Digital Marketplaces AAAI 2023 Computably Continuous Reinforcement-Learning Objectives Are PAC-Learnable AAAI 2023 Computationally Efficient PAC RL in POMDPs with Latent Determinism and Conditional Embeddings ICML 2023 Confidence-Conditioned Value Functions for Offline Reinforcement Learning ICLR 2023 Conformal Off-Policy Prediction AISTATS 2023 Constrained Decision Transformer for Offline Safe Reinforcement Learning ICML 2023 Continually Improving Extractive QA via Human Feedback EMNLP 2023 Contrastive Energy Prediction for Exact Energy-Guided Diffusion Sampling in Offline Reinforcement Learning ICML 2023 Controllability-Aware Unsupervised Skill Discovery ICML 2023 Controlling Type Confounding in Ad Hoc Teamwork with Instance-wise Teammate Feedback Rectification ICML 2023 Convex Reinforcement Learning in Finite Trials JMLR 2023 Cooperative Multi-Agent Learning in a Complex World: Challenges and Solutions AAAI 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 Counterfactual Learning with General Data-Generating Policies AAAI 2023 Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning AAAI 2023 Crystal: Introspective Reasoners Reinforced with Self-Feedback EMNLP 2023 Curiosity in Hindsight: Intrinsic Exploration in Stochastic Environments ICML 2023 Curious Replay for Model-based Adaptation ICML 2023 Deep Laplacian-based Options for Temporally-Extended Exploration ICML 2023 Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation ICML 2023