← Core AI
Artificial Intelligence › Core AI ›

Reinforcement Learning

767 directly classified papers

Papers per year

Papers

Supervised Pretraining Can Learn In-Context Reinforcement Learning NIPS 2023
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NIPS 2023
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks NIPS 2023
Improving Vision-and-Language Navigation by Generating Future-View Image Semantics CVPR 2023
State Regularized Policy Optimization on Data with Dynamics Shift NIPS 2023
Creating Multi-Level Skill Hierarchies in Reinforcement Learning NIPS 2023
Learning World Models with Identifiable Factorization NIPS 2023
Reward Gaming in Conditional Text Generation ACL 2023
lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023
ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations ACL 2023
RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability NIPS 2023
Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers ACL 2023
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates NIPS 2023
Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023
Towards Robust and Safe Reinforcement Learning with Benign Off-policy Data ICML 2023
Contrastive Retrospection: honing in on critical steps for rapid learning and generalization in RL NIPS 2023
Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration NIPS 2023
HIQL: Offline Goal-Conditioned RL with Latent States as Actions NIPS 2023
Supported Value Regularization for Offline Reinforcement Learning NIPS 2023
Unsupervised Skill Discovery via Recurrent Skill Training NIPS 2022
You Can’t Count on Luck: Why Decision Transformers and RvS Fail in Stochastic Environments NIPS 2022
A Direct Approximation of AIXI Using Logical State Abstractions NIPS 2022
Explicable Policy Search NIPS 2022
Regret Bounds for Risk-Sensitive Reinforcement Learning NIPS 2022
Reinforcement Learning with a Terminator NIPS 2022