conftrace_

value function

367 papers

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Also known as

V FUNCTION

Co-occurring keywords · papers mentioning both

reinforcement learning (122) deep reinforcement learning (46) offline reinforcement learning (41) policy optimization (37) temporal difference learning (36) markov decision process (36) sample efficiency (29) model-based reinforcement learning (28) policy learning (23) off-policy learning (22)

Papers

Stop Regressing: Training Value Functions via Classification for Scalable Deep RL ICML 2024 Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning AAAI 2024 The complexity of non-stationary reinforcement learning ALT 2024 The Power of Resets in Online Reinforcement Learning NeurIPS 2024 Understanding and Diagnosing Deep Reinforcement Learning ICML 2024 Value-Evolutionary-Based Reinforcement Learning ICML 2024 A Study of Global and Episodic Bonuses for Exploration in Contextual MDPs ICML 2023 Attention-Based Recurrence for Multi-Agent Reinforcement Learning under Stochastic Partial Observability ICML 2023 Bi-Level Offline Policy Optimization with Limited Exploration NeurIPS 2023 Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning NeurIPS 2023 Confidence-Conditioned Value Functions for Offline Reinforcement Learning ICLR 2023 Contrastive Value Learning: Implicit Models for Simple Offline RL CoRL 2023 Deep Off-Policy Iterative Learning Control L4DC 2023 Deep Value Function Networks for Large-Scale Multistage Stochastic Programs AISTATS 2023 Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023 DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023 Eventual Discounting Temporal Logic Counterfactual Experience Replay ICML 2023 For SALE: State-Action Representation Learning for Deep Reinforcement Learning NeurIPS 2023 Goal-conditioned Offline Planning from Curious Exploration NeurIPS 2023 Human-level Atari 200x faster ICLR 2023 Hybrid Learning with New Value Function for the Maximum Common Induced Subgraph Problem AAAI 2023 Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function ICLR 2023 Krylov–Bellman boosting: Super-linear policy evaluation in general state spaces AISTATS 2023 Latent Variable Representation for Reinforcement Learning ICLR 2023 Learning Optimal Group-structured Individualized Treatment Rules with Many Treatments JMLR 2023