conftrace_

sparse reward

141 papers

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Co-occurring keywords

reinforcement learning (4352) deep reinforcement learning (903) intrinsic reward (71) multi-agent reinforcement learning (538) reward shaping (110) sample efficiency (472) hindsight experience replay (18) exploration strategy (96) intrinsic motivation (52) imitation learning (744)

Papers

Symbolic Task Inference in Deep Reinforcement Learning (Abstract Reprint) AAAI 2026
First-Order Representation Languages for Goal-Conditioned RL AAAI 2026
Actor-Critic for Continuous Action Chunks: A Reinforcement Learning Framework for Long-Horizon Robotic Manipulation with Sparse Reward AAAI 2026
Reward Redistribution via Gaussian Process Likelihood Estimation AAAI 2026
TMAE:Learning Targeted Multi-Agent Exploration via Causal Inference AAAI 2026
Sparse Rewards Can Self-Train Dialogue Agents ACL 2025
Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards CVPR 2025
Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data AAAI 2025
World Models with Hints of Large Language Models for Goal Achieving NAACL 2025
Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning EMNLP 2025
Bootstrapped Reward Shaping AAAI 2025
Adaptive teaching in heterogeneous agents: Balancing surprise in sparse reward scenarios L4DC 2024
SAEIR: Sequentially Accumulated Entropy Intrinsic Reward for Cooperative Multi-Agent Reinforcement Learning with Sparse Reward IJCAI 2024
Learning World Models for Unconstrained Goal Navigation NIPS 2024
Enhanced DouDiZhu Card Game Strategy Using Oracle Guiding and Adaptive Deep Monte Carlo Method IJCAI 2024
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation AAAI 2024
Learning Multimodal Behaviors from Scratch with Diffusion Policy Gradient NIPS 2024
Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024
Unveiling the Significance of Toddler-Inspired Reward Transition in Goal-Oriented Reinforcement Learning AAAI 2024
Potential-Based Reward Shaping for Intrinsic Motivation (Student Abstract) AAAI 2024
Settling Decentralized Multi-Agent Coordinated Exploration by Novelty Sharing AAAI 2024
Cluster-Based Sampling in Hindsight Experience Replay for Robotic Tasks (Student Abstract) AAAI 2024
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning NIPS 2024
Selective Learning for Sample-Efficient Training in Multi-Agent Sparse Reward Tasks (Extended Abstract) IJCAI 2024
STAS: Spatial-Temporal Return Decomposition for Solving Sparse Rewards Problems in Multi-agent Reinforcement Learning AAAI 2024