conftrace_

reward machine

15 papers

Explore in graph

Also known as

RM

Co-occurring keywords

reinforcement learning (4352) linear temporal logic (82) temporal logic (105) reward shaping (110) average reward (29) off-policy learning (228) hierarchical reinforcement learning (171) sample efficiency (472) deep reinforcement learning (903) decision process (2)

Papers

Do It for HER: First-Order Temporal Logic Reward Specification in Reinforcement Learning AAAI 2026
Continuous-Time Reward Machines IJCAI 2025
Contextual Pre-planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning AAAI 2024
Reinforcement Learning with LTL and $\omega$-Regular Objectives via Optimality-Preserving Translation to Average Rewards NIPS 2024
Decomposing Temporal Equilibrium Strategy for Coordinated Distributed Multi-Agent Reinforcement Learning AAAI 2024
Reward Machines for Deep RL in Noisy and Uncertain Environments NIPS 2024
Reward-machine-guided, self-paced reinforcement learning UAI 2023
Exploration in Reward Machines with Low Regret AISTATS 2023
Hierarchies of Reward Machines ICML 2023
Multi-Agent Intention Progression with Reward Machines IJCAI 2022
Reinforcement Learning with Stochastic Reward Machines AAAI 2022
A Hierarchical Bayesian Approach to Inverse Reinforcement Learning with Symbolic Reward Machines ICML 2022
Learning Reward Machines for Partially Observable Reinforcement Learning NIPS 2019
LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning IJCAI 2019
Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning ICML 2018