conftrace_

exploration strategy

96 papers

Explore in graph

Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) regret bound (1926) sparse reward (141) markov decision process (790) continuous control (246) intrinsic reward (71) multi-armed bandit (1098) regret minimization (315) online learning (1777)

Papers

Online Learning with Feedback Graphs: The True Shape of Regret ICML 2023
Successor-Predecessor Intrinsic Exploration NIPS 2023
Multiplier Bootstrap-based Exploration ICML 2023
Incremental Reinforcement Learning with Dual-Adaptive ε-Greedy Exploration AAAI 2023
Efficient Exploration via Epistemic-Risk-Seeking Policy Optimization ICML 2023
LESSON: Learning to Integrate Exploration Strategies for Reinforcement Learning via an Option Framework ICML 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling ICML 2023
Navigation with Large Language Models: Semantic Guesswork as a Heuristic for Planning CORL 2023
Autonomous Robotic Reinforcement Learning with Asynchronous Human Feedback CORL 2023
CT-DQN: Control-Tutored Deep Reinforcement Learning L4DC 2023
Unsupervised Reinforcement Learning in Multiple Environments AAAI 2022
Regret Minimization with Performative Feedback ICML 2022
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems AISTATS 2022
Automatic Exploration of Textual Environments with Language-Conditioned Autotelic Agents NAACL 2022
Near Instance-Optimal PAC Reinforcement Learning for Deterministic MDPs NIPS 2022
Regret Bounds for Information-Directed Reinforcement Learning NIPS 2022
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games ACL 2022
Rapid Exploration for Open-World Navigation with Latent Goal Models CORL 2021
Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action Usefulness IJCAI 2021
Exploration by Maximizing Renyi Entropy for Reward-Free RL Framework AAAI 2021
Design of Experiments for Stochastic Contextual Linear Bandits NIPS 2021
NovelD: A Simple yet Effective Exploration Criterion NIPS 2021
Exploration via State influence Modeling AAAI 2021
Non-decreasing Quantile Function Network with Efficient Exploration for Distributional Reinforcement Learning IJCAI 2021
Deep Coherent Exploration for Continuous Control ICML 2021