Amrit Bedi
11 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(13)
⚡
Prolific Year
(6)
💎
Century Club
(11)
Conferences
ICML (7)
CORL (2)
ICLR (2)
Top co-authors
Keywords
motion planning
(1)
multi-agent reinforcement learning
(1)
trajectory prediction
(1)
model-based reinforcement learning
(1)
bayesian regret
(1)
mixing time
(1)
information gain
(1)
autonomous vehicle
(1)
sparse reward
(1)
integral probability metric
(1)
multi-level monte carlo
(1)
intent inference
(1)
average-reward reinforcement learning
(1)
stein discrepancy
(1)
directed exploration
(1)
heterogeneous traffic
(1)
Papers
Position: On the Possibilities of AI-Generated Text Detection
ICML 2024
MaxMin-RLHF: Alignment with Diverse Human Preferences
ICML 2024
Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization
ICML 2024
Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles
ICML 2024
PARL: A Unified Framework for Policy Alignment in Reinforcement Learning from Human Feedback
ICLR 2024
PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling
ICML 2024
Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic
ICML 2023
Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning
CORL 2023
SWIFT: Rapid Decentralized Federated Learning via Wait-Free Model Communication
ICLR 2023
STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning
ICML 2023
HTRON: Efficient Outdoor Navigation with Sparse Rewards via Heavy Tailed Adaptive Reinforce Algorithm
CORL 2022